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count_parameters

Syntologyentry name in harvested coderead from the graph 2026-09-24

count_parameters appears in the code Syntology harvested for 278 papers, as 90 distinct code bodies found in 283 places (a place is one code body under one paper). At least one of them ran in 217 of the papers; 0 of the code bodies carry a behaviour fingerprint.

What this page is not. Routines are grouped here by the exact string of their function or class name. Nothing asserts that two samples named count_parameters do the same thing, share code, or are comparable; the name is a string, not an identity. Behaviour outputs (what a fingerprinted sample returned on the shared battery) are not in this export and are not shown here; the graph at syntology.ai holds them. "Ran" means executed on a synthesized fixture, not that the code is correct or reproduces a paper.

Samples Syntology

Syntology ran 38 of the 90 distinct code bodies named count_parameters; 52 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

18ran · honoured contract
0ran · violated contract
0ran · our draft was wrong
1ran · fixture could not drive it
19ran
52unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 93 of the 283 places are pointer only (Syntology does not serve that copy's text). This site shows no code text for any sample; every row below links to the file in its repository where the record names one.

“Ran” means the sample executed on a synthesized input; it does not mean the output is correct. “Honoured” and “violated” refer to a contract Syntology drafted from the code itself; “our draft was wrong” and “fixture could not drive it” are failures of Syntology's instrument, not of the code, and those samples did run. The ran count above is every status except unverified, the same rule as each paper page.

Papers

100 papers shown of 278 (newest first; the JSON twin carries all 283 places); 102 places in the table. A paper with no recorded date is placed by the month its arXiv id encodes, shown in the Date column as YYYY-MM (from id). One row per place: a paper whose repository defines the name more than once appears more than once, and the same code body held for several papers appears once under each, with the same status. Titles and dates are the archive's archive 2025-07-28 for papers in the archive, and the graph's for 31 papers added by Syntology; 19 papers have no page here and are shown by arXiv id only. Status and fingerprint are Syntology's record of each code body; licence is recorded for each place. The File cell ends with the code body's code_sha256, Syntology's identity for that exact code: an agent fetches the stored sample with Syntology's MCP tool get_code(code_sha256="…") (how to connect); click an identity to copy that call.

PaperDateFileStatus SyntologyLicence
A Glance Is All You Need: Single-Pass Fine-Grained Image Captioning with SimLoss added by Syntology 2026-09 (from id) srynsh/SimLoss-Image-Captioning/simloss/encoder/utils.py fd44b98c5aa91358 unverified no licence file found · pointer only
SAM3-LoRA: Parameter-Efficient Adaptation of a Concept-Promptable Foundation Model for Multi-Class Structural Defect Segmentation added by Syntology 2026-09 (from id) Sompote/sam3_lora/lora_layers.py 4c2968dbfac9ac03 unverified no licence file found · pointer only
Monroe: A Molecular Foundation Model for In-Context Probabilistic Inference added by Syntology 2026-08 (from id) blazejba/monroe/monroe/utils.py 584fb941774c80b1 ran MIT (permissive)
BOCoDe: Engineering-Centered Benchmarking for Bayesian Optimization added by Syntology 2026-08 (from id) XZT008/Standard-GP-is-all-you-need-for-HDBO/benchmark/nn_pruning_benchmark.py b78b89148e471d56 ran no licence file found · pointer only
Spatiotemporal Proximal Causal Inference under Hidden Confounding and Interference added by Syntology 2026-08 (from id) moprescu/GSTUNet/train/train_gstunet.py 72d1da8e0197ae5f ran · honoured contract MIT (permissive)
Differentiable Logic Gate Networks for Low-Latency EEG Classification on Edge Devices added by Syntology 2026-07 (from id) Shyamal-Dharia/eeg-difflogic/src/models_alz.py 08a2654ceb28b893 ran no licence file found · pointer only
Heterogeneity-Adaptive Diffusion Schrödinger Bridge for PET-Guided Whole-Body MRI Translation added by Syntology 2026-07 (from id) xyw-medical-research/HADSB/hadsb/util.py f6b944f50d3f15ae ran · honoured contract no licence file found · pointer only
Enhancing deep learning models for time series classification via knowledge distillation added by Syntology 2026-07 (from id) MSD-IRIMAS/KD-4-TSC/KD4TSC/models/convtran.py f6b944f50d3f15ae ran · honoured contract no licence file found · pointer only
Early-Exit Graph Neural Networks for Link Prediction added by Syntology 2026-06 (from id) knyazer/link_prediction/ours/diagnose.py 198ac0085ec3febd ran no licence file found · pointer only
Beyond Tokenization: Direct Timestep Embedding and Contrastive Alignment for Time-Series Question Answering added by Syntology 2026-06 (from id) YafengWu/CADE/ITFormer/qformer.py f6b944f50d3f15ae ran · honoured contract no licence file found · pointer only
TRIAGE: Dialectical Reasoning for Explainable Risk Prediction on Irregularly Sampled Medical Time Series with LLMs added by Syntology 2026-06 (from id) easonLuo2001/Hi-Patch/Hi-Patch/train_classification.py f6b944f50d3f15ae ran · honoured contract no licence file found · pointer only
Rethinking Weak Supervision in Anomaly Detection: A Comprehensive Benchmark added by Syntology 2026-05 (from id) SUFE-AILAB/WSADBench/WSADBench/baseline/ARNet/model.py 4f9e5a396cc088e8 ran MIT (permissive)
SCOUT: Cyclic Causal Discovery Under Soft Interventions with Unknown Targets added by Syntology 2026-05 (from id) alparturkoglu/scout-master/models/scout_trainer.py f6b944f50d3f15ae ran · honoured contract no licence file found · pointer only
Language Modeling with Hyperspherical Flows added by Syntology 2026-05 (from id) s-sahoo/duo/utils.py f6b944f50d3f15ae ran · honoured contract Apache-2.0 (permissive)
Zero-Shot Neural Network Evaluation With Sample-Wise Activation Patterns added by Syntology 2026-05 (from id) pym1024/SWAP/src/metrics/swap.py ded92534b8902560 unverified AFL-3.0 · pointer only
Sentiment and Emotion Classification of Indonesian E-Commerce Reviews via Multi-Task BiLSTM and AutoML Benchmarking added by Syntology 2026-04 (from id) ikii-sd/pba2026-crazyrichteam/models/model_design.py 2d04b8a814d490f4 ran no licence file found · pointer only
RF-LEGO: Modularized Signal Processing-Deep Learning Co-Design for RF Sensing via Deep Unrolling added by Syntology 2026-04 (from id) aiot-lab/RF-LEGO/src/rflego/modules/ft.py 16e3003ee9439958 ran · honoured contract GPL-3.0 (copyleft) · pointer only
OUROBOROS: Dynamic Weight Generation for Recursive Transformers via Input-Conditioned LoRA Modulation added by Syntology 2026-04 (from id) RightNow-AI/ouroboros/ouroboros/utils.py b6b42caf94744fa1 unverified licence not identified · pointer only
Autoregressive vs. Masked Diffusion Language Models: A Controlled Comparison added by Syntology 2026-03 (from id) caiovicentino/arche/model.py df002d2585b26d51 unverified MIT (permissive)
Parameter-Efficient Fine-Tuning for Medical Text Summarization: A Comparative Study of Lora, Prompt Tuning, and Full Fine-Tuning added by Syntology 2026-03 (from id) eracoding/llm-medical-summarization/src/models/model_loader.py cfc4ea7828f10442 unverified no licence file found · pointer only
SpecMoE: Spectral Mixture-of-Experts Foundation Model for Cross-Species EEG Decoding added by Syntology 2026-03 (from id) TeraXj78/SpecMoE/Finetuning_main.py f6b944f50d3f15ae ran · honoured contract no licence file found · pointer only
Don't Freeze, Don't Crash: Extending the Safe Operating Range of Neural Navigation in Dense Crowds added by Syntology 2026-03 (from id) jznmsl/PSS-Social/ds_rnn.py a1705ef3e6f88aba unverified no licence file found · pointer only
Heterophily-Agnostic Hypergraph Neural Networks with Riemannian Local Exchanger added by Syntology 2026-03 (from id) Mingzhang21/HealHGNN/HealHGNN/utils/utils.py f6b944f50d3f15ae ran · honoured contract MIT (permissive)
In-Context Learning in Linear vs. Quadratic Attention Models: An Empirical Study on Regression Tasks added by Syntology 2026-02 (from id) Yushgoel/icl-benchmarking/src/utils/helpers.py f6b944f50d3f15ae ran · honoured contract no licence file found · pointer only
Stabilizing Physics-Informed Consistency Models via Structure-Preserving Training added by Syntology 2026-02 (from id) twMisc/sCM-PINN/darcy/networks_util.py 3f1ff6834d47e2af unverified MIT (permissive)
AlertBERT: A noise-robust alert grouping framework for simultaneous cyber attacks added by Syntology 2026-02 (from id) ait-aecid/AlertBERT/alertbert/utils.py deba639b89d2c0b7 unverified GPL-3.0 (copyleft) · pointer only
AI-Based Detection of Temporal Changes in MR-Linac Images Acquired During Routine Prostate Radiotherapy added by Syntology 2026-02 (from id) heejong-kim/LILAC/utils.py f6b944f50d3f15ae ran · honoured contract Apache-2.0 (permissive)
DIETA: A Decoder-only transformer-based model for Italian-English machine TrAnslation added by Syntology 2026-01 (from id) pkasela/DIETA-Machine-Translation/demo_dieta.py f6b944f50d3f15ae ran · honoured contract no licence file found · pointer only
When One Moment Isn't Enough: Multi-Moment Retrieval with Cross-Moment Interactions added by Syntology 2025-10 (from id) Zhuo-Cao/QV-M2/utils/model_utils.py edb929dece68582e unverified no licence file found · pointer only
HEAPr: Hessian-based Efficient Atomic Expert Pruning in Output Space added by Syntology 2025-09 (from id) LLIKKE/HEAPr/pruning/pruning_global.py 22041aea171dc9f2 ran · honoured contract no licence file found · pointer only
S 2 M-Former: Spiking Symmetric Mixing Branchformer for Brain Auditory Attention Detection added by Syntology 2025-08 (from id) JackieWang9811/S2M-Former/S2MFormer/model_SNN_DTU_KUL_loop_unify_framework.py f6b944f50d3f15ae ran · honoured contract no licence file found · pointer only
Simulate Any Radar: Attribute-Controllable Radar Simulation via Waveform Parameter Embedding 3 Jun 2025 zhuxing0/sa-radar/evaluate.py f6b944f50d3f15ae ran · honoured contract Apache-2.0 (permissive)
TimePoint: Accelerated Time Series Alignment via Self-Supervised Keypoint and Descriptor Learning 29 May 2025 identical code first harvested elsewhere f6b944f50d3f15ae ran · honoured contract licence of this copy not recorded
Emerging Properties in Unified Multimodal Pretraining 20 May 2025 ByteDance-Seed/Bagel/train/pretrain_unified_navit.py fae038c6ae265486 ran · honoured contract Apache-2.0 (permissive)
Energy Matching: Unifying Flow Matching and Energy-Based Models for Generative Modeling 14 Apr 2025 m1balcerak/EnergyMatching/experiments/imagenet/train_imagenet_multigpu.py 13210c7a72367242 unverified MIT (permissive)
Energy Matching: Unifying Flow Matching and Energy-Based Models for Generative Modeling 14 Apr 2025 m1balcerak/EnergyMatching/experiments/cifar10/train_cifar_multigpu.py 739a5d9710e2ce1f unverified MIT (permissive)
Scale-Aware Contrastive Reverse Distillation for Unsupervised Medical Anomaly Detection 18 Mar 2025 identical code first harvested elsewhere f6b944f50d3f15ae ran · honoured contract licence of this copy not recorded
MetricGrids: Arbitrary Nonlinear Approximation with Elementary Metric Grids based Implicit Neural Representation 13 Mar 2025 wangshu31/MetricGrids/img_sdf/ngp.py 596181c233af8538 ran · honoured contract MIT (permissive)
Can Atomic Step Decomposition Enhance the Self-structured Reasoning of Multimodal Large Models? 8 Mar 2025 quinn777/atomthink/src/llamafactory/extras/misc.py 51381d667ce1d0ac unverified MIT (permissive)
arXiv:2503.01287 2025-03 (from id) Aalto-QuML/RISE/helpers.py f6b944f50d3f15ae ran · honoured contract MIT (permissive)
A novel Fourier Adjacency Transformer for advanced EEG emotion recognition 28 Feb 2025 YanhaoHuang23/FAT/SEED_VII_dependent.py f6b944f50d3f15ae ran · honoured contract MIT (permissive)
Implicit Search via Discrete Diffusion: A Study on Chess 27 Feb 2025 HKUNLP/DiffuSearch/src/llmtuner/extras/misc.py c9e23707f64ef795 ran Apache-2.0 (permissive)
GST-UNet: Spatiotemporal Causal Inference with Time-Varying Confounders 7 Feb 2025 moprescu/gstunet/train/train_gstunet.py 72d1da8e0197ae5f ran · honoured contract MIT (permissive)
Tensor-Var: Variational Data Assimilation in Tensor Product Feature Space 23 Jan 2025 yyimingucl/TensorVar/utils.py c7716e71bcb9c027 unverified MIT (permissive)
DEFOM-Stereo: Depth Foundation Model Based Stereo Matching 16 Jan 2025 insta360-research-team/defom-stereo/make_submission.py f6b944f50d3f15ae ran · honoured contract MIT (permissive)
DEFOM-Stereo: Depth Foundation Model Based Stereo Matching 16 Jan 2025 insta360-research-team/defom-stereo/evaluate_stereo.py 32cf80406c31514c unverified MIT (permissive)
The Devil is in the Spurious Correlation: Boosting Moment Retrieval via Temporal Dynamic Learning 13 Jan 2025 xyangzhou/TD-DETR/utils/model_utils.py edb929dece68582e unverified MIT (permissive)
Enabling Realtime Reinforcement Learning at Scale with Staggered Asynchronous Inference 18 Dec 2024 cerc-aai/realtime_rl/simulate_delay_atari.py f6b944f50d3f15ae ran · honoured contract MIT (permissive)
DLF: Disentangled-Language-Focused Multimodal Sentiment Analysis 16 Dec 2024 pwang322/dlf/utils/functions.py 0d68bc7ea92abc88 unverified MIT (permissive)
MOS: Model Surgery for Pre-Trained Model-Based Class-Incremental Learning 12 Dec 2024 sun-hailong/aaai25-mos/utils/toolkit.py 6bdbe3d6368c4cde ran · honoured contract no licence file found · pointer only
Negative-Free Self-Supervised Gaussian Embedding of Graphs 2 Nov 2024 Cloudy1225/SSGE/utils.py 495bdb9a334fc0d5 unverified no licence file found · pointer only
Cross-model Control: Improving Multiple Large Language Models in One-time Training 23 Oct 2024 wujwyi/cmc/train_by_text/train_delta_model.py aff79cbf1aa89aab ran · honoured contract no licence file found · pointer only
Beyond Autoregression: Discrete Diffusion for Complex Reasoning and Planning 18 Oct 2024 HKUNLP/diffusion-vs-ar/src/llmtuner/extras/misc.py c9e23707f64ef795 ran Apache-2.0 (permissive)
Are High-Degree Representations Really Unnecessary in Equivariant Graph Neural Networks? 15 Oct 2024 identical code first harvested elsewhere f6b944f50d3f15ae ran · honoured contract licence of this copy not recorded
MACPO: Weak-to-Strong Alignment via Multi-Agent Contrastive Preference Optimization 10 Oct 2024 youganglyu/MACPO/src/llmtuner/extras/misc.py 5995c2562cfcbc33 ran no licence file found · pointer only
Multimodal Large Language Models for Inverse Molecular Design with Retrosynthetic Planning 5 Oct 2024 liugangcode/Llamole/src/extras/misc.py e493575b4567fc5a ran Apache-2.0 (permissive)
Robust Traffic Forecasting against Spatial Shift over Years 1 Oct 2024 dreamzz5/st-expert/src/models/gwnet.py f6b944f50d3f15ae ran · honoured contract MIT (permissive)
Most Influential Subset Selection: Challenges, Promises, and Beyond 25 Sep 2024 sleepymalc/miss/MLP/utlis/grad_calculator.py df23da82fbd7ff7b ran no licence file found · pointer only
FakeMusicCaps: a Dataset for Detection and Attribution of Synthetic Music Generated via Text-to-Music Models 16 Sep 2024 identical code first harvested elsewhere f6b944f50d3f15ae ran · honoured contract licence of this copy not recorded
Adaptive Transformer Modelling of Density Function for Nonparametric Survival Analysis 10 Sep 2024 xinz0419/unisurv/modules/utils.py f6b944f50d3f15ae ran · honoured contract no licence file found · pointer only
Train Till You Drop: Towards Stable and Robust Source-free Unsupervised 3D Domain Adaptation 6 Sep 2024 valeoai/ttyd/networks/network.py f6b944f50d3f15ae ran · honoured contract no licence file found · pointer only
Benchmarking Spurious Bias in Few-Shot Image Classifiers 4 Sep 2024 gtzheng/fewstab/core/utils/utils.py f6b944f50d3f15ae ran · honoured contract MIT (permissive)
IGEV++: Iterative Multi-range Geometry Encoding Volumes for Stereo Matching 1 Sep 2024 identical code first harvested elsewhere f6b944f50d3f15ae ran · honoured contract licence of this copy not recorded
CAS-ViT: Convolutional Additive Self-attention Vision Transformers for Efficient Mobile Applications 7 Aug 2024 tianfang-zhang/cas-vit/classification/model/rcvit.py f6b944f50d3f15ae ran · honoured contract MIT (permissive)
Demystifying Verbatim Memorization in Large Language Models 25 Jul 2024 explanare/verbatim-memorization/src/distributed_train.py f6b944f50d3f15ae ran · honoured contract MIT (permissive)
SE3ET: SE(3)-Equivariant Transformer for Low-Overlap Point Cloud Registration 2024-07 (from id) UMich-CURLY/SE3ET/experiments/se3ete2.3dmatch.evalrot/se3et.3dmatch.exp99/model.py f6b944f50d3f15ae ran · honoured contract no licence file found · pointer only
CloudFixer: Test-Time Adaptation for 3D Point Clouds via Diffusion-Guided Geometric Transformation 23 Jul 2024 shimazing/CloudFixer/utils/model_helper.py df23da82fbd7ff7b ran MIT (permissive)
Prior Knowledge Integration via LLM Encoding and Pseudo Event Regulation for Video Moment Retrieval 21 Jul 2024 fletcherjiang/llmepet/utils/model_utils.py edb929dece68582e unverified BSD-3-Clause (permissive)
Temporally Consistent Stereo Matching 16 Jul 2024 jiaxiZeng/Temporally-Consistent-Stereo-Matching/evaluate_stereo.py f6b944f50d3f15ae ran · honoured contract MIT (permissive)
Counting in Small Transformers: The Delicate Interplay between Attention and Feed-Forward Layers 16 Jul 2024 SPOC-group/counting-attention/memory_exp_2layer.py f6b944f50d3f15ae ran · honoured contract no licence file found · pointer only
Domain-adaptive Video Deblurring via Test-time Blurring 12 Jul 2024 jin-ting-he/dadeblur/BlurringModel/ID_Blau/utils.py f6b944f50d3f15ae ran · honoured contract no licence file found · pointer only
CanonicalFusion: Generating Drivable 3D Human Avatars from Multiple Images 5 Jul 2024 jsshin98/CanonicalFusion/reconstructor/train_color2model.py f6b944f50d3f15ae ran · honoured contract MIT (permissive)
A Bounding Box is Worth One Token: Interleaving Layout and Text in a Large Language Model for Document Understanding 2 Jul 2024 laytextllm/laytextllm/infer/laytextllm_inference.py f6b944f50d3f15ae ran · honoured contract no licence file found · pointer only
EmT: A Novel Transformer for Generalized Cross-subject EEG Emotion Recognition 26 Jun 2024 yi-ding-cs/emt/EmT.py f6b944f50d3f15ae ran · honoured contract no licence file found · pointer only
What Matters in Transformers? Not All Attention is Needed 22 Jun 2024 case-lab-umd/llm-drop/src/llmtuner/extras/misc.py 5995c2562cfcbc33 ran Apache-2.0 (permissive)
A Benchmarking Study of Kolmogorov-Arnold Networks on Tabular Data 20 Jun 2024 eleonorapoeta/benchmarking-kan/utils/utils.py f6b944f50d3f15ae ran · honoured contract Apache-2.0 (permissive)
Convolutional Kolmogorov-Arnold Networks 19 Jun 2024 antoniotepsich/convolutional-kans/generic_train.py f6b944f50d3f15ae ran · honoured contract MIT (permissive)
BEACON: Benchmark for Comprehensive RNA Tasks and Language Models 14 Jun 2024 terry-r123/RNABenchmark/downstream/train_contact_map.py f6b944f50d3f15ae ran · honoured contract Apache-2.0 (permissive)
Exploring Training on Heterogeneous Data with Mixture of Low-rank Adapters 14 Jun 2024 mediabrain-sjtu/mola/train_shufflenet.py 49a42f18f51e7933 ran no licence file found · pointer only
Why Warmup the Learning Rate? Underlying Mechanisms and Improvements 13 Jun 2024 dayal-kalra/why-warmup/vision/mechanisms/utils/model_utils.py 5cdd8100958da566 unverified MIT (permissive)
AROMA: Preserving Spatial Structure for Latent PDE Modeling with Local Neural Fields 4 Jun 2024 louisserrano/aroma/aroma/encoder_decoder.py f6b944f50d3f15ae ran · honoured contract MIT (permissive)
Benchmarking Skeleton-based Motion Encoder Models for Clinical Applications: Estimating Parkinson's Disease Severity in Walking Sequences 28 May 2024 taatiteam/motionencoders_parkinsonism_benchmark/model/backbone_loader.py beb0e411ad9a3a9b ran no licence file found · pointer only
SleepFM: Multi-modal Representation Learning for Sleep Across Brain Activity, ECG and Respiratory Signals 28 May 2024 rthapa84/sleepfm-codebase/sleepfm/2_pretrain.py 649ce0bf7b6ccf7e ran MIT (permissive)
A Recipe for Unbounded Data Augmentation in Visual Reinforcement Learning 27 May 2024 aalmuzairee/dmcgb2/utils.py f6b944f50d3f15ae ran · honoured contract MIT (permissive)
Dinomaly: The Less Is More Philosophy in Multi-Class Unsupervised Anomaly Detection 23 May 2024 guojiajeremy/dinomaly/dinomaly_mpdd_sep.py f6b944f50d3f15ae ran · honoured contract Apache-2.0 (permissive)
EEG-Deformer: A Dense Convolutional Transformer for Brain-computer Interfaces 25 Apr 2024 yi-ding-cs/eeg-deformer/models/EEGDeformer.py f6b944f50d3f15ae ran · honoured contract no licence file found · pointer only
Pointsoup: High-Performance and Extremely Low-Decoding-Latency Learned Geometry Codec for Large-Scale Point Cloud Scenes 21 Apr 2024 I2-Multimedia-Lab/Pointsoup/kit/op.py f6b944f50d3f15ae ran · honoured contract MIT (permissive)
Decoupled Weight Decay for Any $p$ Norm 16 Apr 2024 nadav-out/padam/python/.ipynb_checkpoints/fashion_train-checkpoint.py f6b944f50d3f15ae ran · honoured contract no licence file found · pointer only
MoCha-Stereo: Motif Channel Attention Network for Stereo Matching 10 Apr 2024 zyangchen/mocha-stereo/MoCha-Stereo/evaluate_stereo.py f6b944f50d3f15ae ran · honoured contract MIT (permissive)
Deep Generative Data Assimilation in Multimodal Setting 10 Apr 2024 yongquan-qu/slams/slams/utils.py f6b944f50d3f15ae ran · honoured contract no licence file found · pointer only
Calibrating Higher-Order Statistics for Few-Shot Class-Incremental Learning with Pre-trained Vision Transformers 9 Apr 2024 dipamgoswami/fscil-calibration/utils/toolkit.py 6bdbe3d6368c4cde ran · honoured contract MIT (permissive)
ReFT: Representation Finetuning for Language Models 4 Apr 2024 stanfordnlp/pyreft/pyreft/reft_model.py 1cd5252a6c21c50e ran · honoured contract Apache-2.0 (permissive)
Unleash the Potential of CLIP for Video Highlight Detection 2 Apr 2024 dhk1349/HL-CLIP/utils/model_utils.py edb929dece68582e unverified MIT (permissive)
Enhance Image Classification via Inter-Class Image Mixup with Diffusion Model 28 Mar 2024 zhicaiwww/diff-mix/utils/network.py 0272b56a01148eb6 ran MIT (permissive)
Low-Rank Rescaled Vision Transformer Fine-Tuning: A Residual Design Approach 28 Mar 2024 zstarn70/rlrr/utils.py 6a41f5e3194a54b1 ran no licence file found · pointer only
Chain-of-Interaction: Enhancing Large Language Models for Psychiatric Behavior Understanding by Dyadic Contexts 20 Mar 2024 trust-nlp/coi-psychotherapy/src/llmtuner/extras/misc.py b2f47ceb183063e1 ran Apache-2.0 (permissive)
Graph Neural Networks for Learning Equivariant Representations of Neural Networks 18 Mar 2024 mkofinas/neural-graphs/experiments/utils.py f6b944f50d3f15ae ran · honoured contract MIT (permissive)
ScanTalk: 3D Talking Heads from Unregistered Scans 16 Mar 2024 miccunifi/ScanTalk/src/scantalk_train.py f6b944f50d3f15ae ran · honoured contract no licence file found · pointer only
Consistent Prompting for Rehearsal-Free Continual Learning 13 Mar 2024 identical code first harvested elsewhere 6bdbe3d6368c4cde ran · honoured contract licence of this copy not recorded
Selective-Stereo: Adaptive Frequency Information Selection for Stereo Matching 1 Mar 2024 windsrain/selective-stereo/Selective-IGEV/evaluate_stereo.py f6b944f50d3f15ae ran · honoured contract MIT (permissive)
Spatio-Temporal Few-Shot Learning via Diffusive Neural Network Generation 19 Feb 2024 tsinghua-fib-lab/gpd/GPD/PredictionModel/utils.py f6b944f50d3f15ae ran · honoured contract no licence file found · pointer only
Self-Augmented In-Context Learning for Unsupervised Word Translation 15 Feb 2024 cambridgeltl/sail-bli/src/infer_seed_dic.py c7ba302927a96f85 ran MIT (permissive)

This site shows no code text; each File cell links to the file on GitHub at the repository's current default branch, which may have changed since the harvest. "Pointer only" means Syntology does not serve that copy's text, for one of four reasons: no licence file was found; the licence was not identified; the licence is recorded as permissive but that copy's record is not marked cleared; or the licence is outside the permissive list Syntology serves text under (MIT, Apache-2.0, BSD and similar). Some licences outside that list permit redistribution, such as WTFPL, and GPL-3.0 under its conditions; they are simply not on the list. Hover a licence cell for the reason. Per-sample records for a paper are on its paper page under "Code Syntology ran".

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