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sample

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

sample appears in the code Syntology harvested for 167 papers, as 144 distinct code bodies found in 179 places (a place is one code body under one paper). At least one of them ran in 71 of the papers; 14 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 sample 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 56 of the 144 distinct code bodies named sample; 88 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

2ran · honoured contract
1ran · violated contract
16ran · our draft was wrong
8ran · fixture could not drive it
29ran
88unverified
14fingerprinted

Licence is a property of each copy, so it is counted per place: 70 of the 179 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 167 (newest first; the JSON twin carries all 179 places); 107 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 15 papers added by Syntology; 6 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
Unlocking Parallelism in Autoregressive Language Models via Speculative Decoding with Progressive Tree Drafting added by Syntology 2026-07 (from id) MINE-USTC/PTD/tree_draft/decode_strategy/autoregressive.py ee5d756445a741d2 unverified Apache-2.0 (permissive)
Collaborative Synthetic Data Generation for Knowledge Transfer in Federated Learning added by Syntology 2026-07 (from id) an7123/FedKT-CSD/dp.py b5f5833c22503ee0 ran no licence file found · pointer only
Dismantling Pathological Shortcuts: A Causal Framework for Faithful LVLM Decoding added by Syntology 2026-06 (from id) Cc2021start/Fox/vcd_sample.py 31615949d4f81769 unverified no licence file found · pointer only
JETSPEC: Breaking the Scaling Ceiling of Speculative Decoding with Parallel Tree Drafting added by Syntology 2026-06 (from id) hao-ai-lab/JetSpec/jetspec/core/sampler.py ab21ebd92ac6698e ran · fixture could not drive it fingerprinted MIT (permissive)
Rethinking Dataset Distillation for Classification: Do Distilled Sets Outperform Coresets? added by Syntology 2026-06 (from id) lin-zhao-resoLve/D3HR/generation/dit_inversion_save_statistic.py e21d40497e4a97b0 unverified no licence file found · pointer only
TreeFlash: Parallel AR-Approximation for Faster Speculative Decoding added by Syntology 2026-06 (from id) ETH-DISCO/TreeFlash/tree_flash.py 12b15cc84384fe5e ran · fixture could not drive it fingerprinted no licence file found · pointer only
DFLARE: Scaling Up Draft Capacity for Block Diffusion Speculative Decoding added by Syntology 2026-06 (from id) Tencent/AngelSlim/angelslim/compressor/speculative/train/models/draft/qwen_dflare.py ab21ebd92ac6698e ran · fixture could not drive it fingerprinted licence not identified · pointer only
Forgetting in Language Models: Capacity, Optimization, and Self-Generated Replay added by Syntology 2026-05 (from id) martin-marek/forgetting/train_single.py 52c86e15c16741ba unverified no licence file found · pointer only
Debiased Model-based Representations for Sample-efficient Continuous Control added by Syntology 2026-05 (from id) nothingbutbut/FoG/jaxrl/agents/obac/obac_learner.py 50f27c12a725e7f1 ran · our draft was wrong no licence file found · pointer only
ConfLayers: Adaptive Confidence-based Layer Skipping for Self-Speculative Decoding added by Syntology 2026-04 (from id) WA225/ConfLayers/model/conflayers/utils.py 7c3f3669cfd0ab5a ran · our draft was wrong Apache-2.0 (permissive)
SOCKET: SOft Collision Kernel EsTimator for Sparse Attention added by Syntology 2026-02 (from id) amarka8/SOCKET/GPT-FAST/generate.py b0856105fbfe6f4f unverified no licence file found · pointer only
MODE: Efficient Time Series Prediction with Mamba Enhanced by Low-Rank Neural ODEs added by Syntology 2026-01 (from id) XsChen524/mode-mamba-ts/src/mamba_mode/utils/generation.py 8eafd3cf90152c82 unverified no licence file found · pointer only
InertialAR: Autoregressive 3D Molecule Generation with Inertial Frames added by Syntology 2025-10 (from id) HaoruiLi46/InertialAR/InertialAR/generate_b3lyp.py 3fd0b00c603cffdf unverified no licence file found · pointer only
LLMs Don't Know Their Own Decision Boundaries: The Unreliability of Self-Generated Counterfactual Explanations added by Syntology 2025-09 (from id) HarryMayne/SCEs/src/utils.py 20aeedb2b46be95b unverified MIT (permissive)
Towards a 3D Transfer-based Black-box Attack via Critical Feature Guidance added by Syntology 2025-08 (from id) AIASLab/CFG-ICCV2025/loss_utils.py 865f4093b0284d7a unverified MIT (permissive)
arXiv:2507.12000 2025-07 (from id) JasonNing96/DSSD-Efficient-Edge-Computing/results/distribute_sp.py a2d0fabb0fcdc0da ran · fixture could not drive it no licence file found · pointer only
arXiv:2507.07101 2025-07 (from id) martin-marek/batch-size/finetuning/sampler.py 723c412e3c3c75b4 unverified MIT (permissive)
D-AR: Diffusion via Autoregressive Models 29 May 2025 showlab/d-ar/autoregressive/models/generate.py de8908ac0f302419 unverified MIT (permissive)
How to build a consistency model: Learning flow maps via self-distillation 24 May 2025 nmboffi/flow-maps/py/common/flow_map.py 7c644c21d70f5141 unverified MIT (permissive)
Steering Generative Models with Experimental Data for Protein Fitness Optimization 21 May 2025 jsunn-y/SGPO/baseline_sample.py eb34eb6d977fa4bb unverified Apache-2.0 (permissive)
Steering Generative Models with Experimental Data for Protein Fitness Optimization 21 May 2025 jsunn-y/SGPO/pareto.py a1dbeb0873d313a1 unverified Apache-2.0 (permissive)
Steering Generative Models with Experimental Data for Protein Fitness Optimization 21 May 2025 jsunn-y/SGPO/prior_sample.py b8fb99914088fabb unverified Apache-2.0 (permissive)
Training-Free Watermarking for Autoregressive Image Generation 20 May 2025 maifoundations/indexmark/autoregressive/models/generate.py de8908ac0f302419 unverified MIT (permissive)
Training-Free Watermarking for Autoregressive Image Generation 20 May 2025 maifoundations/indexmark/autoregressive/models/generatearcon.py a3052bf4fc15d6da unverified MIT (permissive)
JoLT: Joint Probabilistic Predictions on Tabular Data Using LLMs 17 Feb 2025 requeima/llm_processes/llm_processes/sample.py 9a0bd61896a46023 unverified MIT (permissive)
Self-Correcting Decoding with Generative Feedback for Mitigating Hallucinations in Large Vision-Language Models 10 Feb 2025 zhangce01/degf/degf_utils/degf_sample.py 54d371cffceae0b0 unverified no licence file found · pointer only
Ladder-residual: parallelism-aware architecture for accelerating large model inference with communication overlapping 11 Jan 2025 mayank31398/ladder-residual-inference/benchmark.py d44fdad445a56d5e unverified BSD-3-Clause (permissive)
ACE: Anti-Editing Concept Erasure in Text-to-Image Models 3 Jan 2025 120l020904/ace/src/train_ace.py 0962a70b6a9796d0 ran · fixture could not drive it fingerprinted no licence file found · pointer only
DeepSeek-V3 Technical Report 27 Dec 2024 deepseek-ai/DeepSeek-V3/inference/generate.py e172afc019cee562 unverified MIT (permissive)
From Uncertainty to Trust: Enhancing Reliability in Vision-Language Models with Uncertainty-Guided Dropout Decoding 9 Dec 2024 kigb/dropoutdecoding/models/VCD/vcd_sample.py 265b8739e27fe5c8 unverified no licence file found · pointer only
ZipAR: Accelerating Auto-regressive Image Generation through Spatial Locality 5 Dec 2024 ThisisBillhe/ZipAR/LlamaGen-ZipAR/autoregressive/models/generate.py de8908ac0f302419 unverified no licence file found · pointer only
PanoLlama: Generating Endless and Coherent Panoramas with Next-Token-Prediction LLMs 24 Nov 2024 0606zt/panollama/token_generator/generate.py de8908ac0f302419 unverified no licence file found · pointer only
Energy-based generative models for monoclonal antibodies 20 Nov 2024 statbiophys/abgen/antBO_covid.py b96666e165b340aa unverified licence not identified · pointer only
Training on the Test Model: Contamination in Ranking Distillation 4 Nov 2024 Parry-Parry/ContaminatedDistillation/src/contaminate/util.py 69d3d15603dedf0a unverified Apache-2.0 (permissive)
MiniPLM: Knowledge Distillation for Pre-Training Language Models 22 Oct 2024 thu-coai/MiniPLM/utils.py 7fa1678cee06fa0a unverified MIT (permissive)
Supervised Kernel Thinning 17 Oct 2024 ag2435/npr/npr/util_sample.py 78aec322fa1d2623 ran BSD-3-Clause (permissive)
FOOGD: Federated Collaboration for Both Out-of-distribution Generalization and Detection 15 Oct 2024 XeniaLLL/FOOGD-main/src/algorithms/FOOGD/functional.py e21b938b56a7bf4e ran no licence file found · pointer only
Mini-Omni2: Towards Open-source GPT-4o with Vision, Speech and Duplex Capabilities 15 Oct 2024 gpt-omni/mini-omni2/litgpt/generate/base.py 62b68fa657c0d6eb ran MIT (permissive)
Multi-Agent Collaborative Data Selection for Efficient LLM Pretraining 10 Oct 2024 beccabai/multi-agent-data-selection/src/lit_gpt/gen.py 668c17707928a3d7 ran no licence file found · pointer only
An Undetectable Watermark for Generative Image Models 9 Oct 2024 XuandongZhao/PRC-Watermark/src/pseudogaussians.py 9c0e701899510c77 ran MIT (permissive)
SymmetricDiffusers: Learning Discrete Diffusion on Finite Symmetric Groups 3 Oct 2024 dsl-lab/symmetricdiffusers/diffusion.py 06448db9abf5d8a4 ran · our draft was wrong fingerprinted no licence file found · pointer only
ControlAR: Controllable Image Generation with Autoregressive Models 3 Oct 2024 hustvl/ControlAR/autoregressive/models/generate.py 2c1c9c90fbedc5d3 ran Apache-2.0 (permissive)
Learning stochastic dynamics from snapshots through regularized unbalanced optimal transport 1 Oct 2024 zhenyiizhang/DeepRUOT/DeepRUOT/utils.py 6d92bf0bd781c7a6 ran no licence file found · pointer only
Mini-Omni: Language Models Can Hear, Talk While Thinking in Streaming 29 Aug 2024 gpt-omni/mini-omni/litgpt/generate/base.py 62b68fa657c0d6eb ran MIT (permissive)
The Mamba in the Llama: Distilling and Accelerating Hybrid Models 27 Aug 2024 itsdaniele/speculative_mamba/specmamba/utils/generation.py 6629f11cee862c38 ran Apache-2.0 (permissive)
Training-Free Activation Sparsity in Large Language Models 26 Aug 2024 FasterDecoding/TEAL/gpt-fast/generate.py 8465782fc7e1fe39 ran · fixture could not drive it fingerprinted MIT (permissive)
Scalable Autoregressive Image Generation with Mamba 22 Aug 2024 hp-l33/aim/models/stage2/generation.py d856f17cd1fdf61e ran MIT (permissive)
Parallel Speculative Decoding with Adaptive Draft Length 13 Aug 2024 smart-lty/ParallelSpeculativeDecoding/src/util.py ffa10e3a85932ece ran · our draft was wrong fingerprinted no licence file found · pointer only
Post-Training Sparse Attention with Double Sparsity 11 Aug 2024 andy-yang-1/doublesparse/models/generate.py b0856105fbfe6f4f unverified MIT (permissive)
RISurConv: Rotation Invariant Surface Attention-Augmented Convolutions for 3D Point Cloud Classification and Segmentation 12 Aug 2024 cszyzhang/RISurConv/models/risurconv_utils.py 349f491c52f4f205 unverified MIT (permissive)
CloudFixer: Test-Time Adaptation for 3D Point Clouds via Diffusion-Guided Geometric Transformation 23 Jul 2024 shimazing/CloudFixer/train_dm.py a82694d00afd7354 ran MIT (permissive)
Class-Incremental Learning with CLIP: Adaptive Representation Adjustment and Parameter Fusion 19 Jul 2024 linlany/rapf/continual_clip/models.py 6e340bdc8322ef41 ran no licence file found · pointer only
Mamba-FSCIL: Dynamic Adaptation with Selective State Space Model for Few-Shot Class-Incremental Learning 8 Jul 2024 xiaojieli0903/mamba-fscil/mmfscil/models/mamba_ssm/utils/generation.py 8eafd3cf90152c82 unverified no licence file found · pointer only
Just read twice: closing the recall gap for recurrent language models 7 Jul 2024 HazyResearch/prefix-linear-attention/based/generation.py 0e11bb8b11afc5b8 ran no licence file found · pointer only
Investigating and Mitigating the Multimodal Hallucination Snowballing in Large Vision-Language Models 30 Jun 2024 whongzhong/MMHalSnowball/residual_visual_decoding/rvd_sample.py c55830da3076aff6 unverified GPL-3.0 (copyleft) · pointer only
AGLA: Mitigating Object Hallucinations in Large Vision-Language Models with Assembly of Global and Local Attention 18 Jun 2024 lackel/agla/eval/sample.py 25788040f81ac142 unverified no licence file found · pointer only
QTIP: Quantization with Trellises and Incoherence Processing 17 Jun 2024 Cornell-RelaxML/qtip/eval/interactive_gen.py ec366460d4db87bc unverified GPL-3.0 (copyleft) · pointer only
Voxel Mamba: Group-Free State Space Models for Point Cloud based 3D Object Detection 15 Jun 2024 gwenzhang/voxel-mamba/mamba/mamba_ssm/utils/generation.py 8eafd3cf90152c82 unverified Apache-2.0 (permissive)
Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation 10 Jun 2024 foundationvision/llamagen/autoregressive/models/generate.py de8908ac0f302419 unverified MIT (permissive)
MATES: Model-Aware Data Selection for Efficient Pretraining with Data Influence Models 10 Jun 2024 cxcscmu/MATES/src/lit_gpt/gen.py 668c17707928a3d7 ran MIT (permissive)
Audio Mamba: Bidirectional State Space Model for Audio Representation Learning 5 Jun 2024 mhamzaerol/audio-mamba-aum/vim-mamba_ssm/mamba_ssm/utils/generation.py 0e11bb8b11afc5b8 ran BSD-3-Clause (permissive)
Unleashing the Potential of Diffusion Models for Incomplete Data Imputation 31 May 2024 hengruizhang98/DiffPuter/diffusion_utils.py 4082fa134dd9d79d ran MIT (permissive)
Can LLMs Solve longer Math Word Problems Better? 23 May 2024 openai/grade-school-math/grade_school_math/calculator.py f982e7500a211eee unverified no licence file found · pointer only
Balanced Mixed-Type Tabular Data Synthesis with Diffusion Models 12 Apr 2024 comp-well-org/fair-tab-diffusion/tabsyn/tabsyn/diffusion_utils.py 4082fa134dd9d79d ran GPL-3.0 (copyleft) · pointer only
Sequential Recommendation for Optimizing Both Immediate Feedback and Long-term Retention 4 Apr 2024 applied-machine-learning-lab/dt4ier/utils.py 88b475e1d92e0c14 ran no licence file found · pointer only
Decision Mamba: Reinforcement Learning via Sequence Modeling with Selective State Spaces 29 Mar 2024 toshihiro-ota/decision-mamba/atari/mingpt/utils.py 8cde8a8441d1f2b9 ran MIT (permissive)
Mitigating Hallucinations in Large Vision-Language Models with Instruction Contrastive Decoding 27 Mar 2024 p1k0pan/ICD/icd_utils/icd_sample.py a557c858e7f610f3 unverified Apache-2.0 (permissive)
Mitigating Hallucinations in Large Vision-Language Models with Instruction Contrastive Decoding 27 Mar 2024 p1k0pan/ICD/icd_utils/icd_sample_llava.py a975dbf49164bd1d unverified Apache-2.0 (permissive)
Conditional Wasserstein Distances with Applications in Bayesian OT Flow Matching 27 Mar 2024 jchemseddine/conditional_wasserstein_distances/utils/utils_FID.py 383ae97dfafc251c unverified no licence file found · pointer only
State Space Models as Foundation Models: A Control Theoretic Overview 25 Mar 2024 jsie7/ssm-benchmark/mamba-1.1.4/mamba_ssm/utils/generation.py 8eafd3cf90152c82 unverified MIT (permissive)
Complexity Matters: Dynamics of Feature Learning in the Presence of Spurious Correlations 5 Mar 2024 NayutaQiu/Boolean_Spurious/src/utils.py e7c9bd48e7074094 ran fingerprinted no licence file found · pointer only
UnlearnCanvas: Stylized Image Dataset for Enhanced Machine Unlearning Evaluation in Diffusion Models 19 Feb 2024 nupurkmr9/concept-ablation/compvis/src/utils.py f7c1195d335ba6ea ran MIT (permissive)
Attacking Large Language Models with Projected Gradient Descent 14 Feb 2024 sigeisler/reinforce-attacks-llms/baselines/reinforce/generate_utils.py a52ae554101a8045 unverified MIT (permissive)
PASOA- PArticle baSed Bayesian Optimal Adaptive design 11 Feb 2024 csiro-mlai/RL-BOED/pyro/models/adaptive_experiment_model.py 6fead20b14131cf9 ran · our draft was wrong MIT (permissive)
On the Completeness of Invariant Geometric Deep Learning Models 7 Feb 2024 GraphPKU/GeoNGNN/counterexamples/basic_utils.py 26ecb2d4a2734785 ran no licence file found · pointer only
QuIP#: Even Better LLM Quantization with Hadamard Incoherence and Lattice Codebooks 6 Feb 2024 Cornell-RelaxML/quip-sharp/eval/interactive_gen.py 2f36db2b5f31a259 ran GPL-3.0 (copyleft) · pointer only
Read to Play (R2-Play): Decision Transformer with Multimodal Game Instruction 6 Feb 2024 ygjin11/r2-play/tool/utils.py f5769ec929f30725 ran no licence file found · pointer only
Understanding Reasoning Ability of Language Models From the Perspective of Reasoning Paths Aggregation 5 Feb 2024 wangxinyilinda/lm_random_walk/cot_reasoning/calculator.py 9fffb425547e2bb7 unverified MIT (permissive)
Simulation-Based Inference with Quantile Regression 4 Jan 2024 h3jia/nqe/nqe/qnet.py 99fee4c484c1add0 unverified licence not identified · pointer only
OPERA: Alleviating Hallucination in Multi-Modal Large Language Models via Over-Trust Penalty and Retrospection-Allocation 29 Nov 2023 huofushuo/SID/vcd_sample.py 6b2edb982b754ff2 unverified no licence file found · pointer only
Machine Unlearning in Learned Databases: An Experimental Analysis 2023-11 (from id) meghdadk/db_unlearning/dbest/utils.py 38f4116279596c2f ran Apache-2.0 (permissive)
Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding 28 Nov 2023 damo-nlp-sg/vcd/vcd_utils/vcd_sample.py 265b8739e27fe5c8 unverified Apache-2.0 (permissive)
When is Off-Policy Evaluation (Reward Modeling) Useful in Contextual Bandits? A Data-Centric Perspective 23 Nov 2023 holarissun/Data-Centric-OPE/mdn.py 5c382a5efb0a12aa unverified no licence file found · pointer only
Environment-Aware Dynamic Graph Learning for Out-of-Distribution Generalization 18 Nov 2023 facebookresearch/InvariantRiskMinimization/code/figure_1/penalties.py 093b0b49240474d2 ran licence not identified · pointer only
FlashFFTConv: Efficient Convolutions for Long Sequences with Tensor Cores 10 Nov 2023 togethercomputer/stripedhyena/stripedhyena/sample.py 6e03916d63b3c7ed unverified Apache-2.0 (permissive)
SmooSeg: Smoothness Prior for Unsupervised Semantic Segmentation 27 Oct 2023 mc-lan/smooseg/modules.py 03d75cc3af909448 unverified licence not identified · pointer only
Linear Latent World Models in Simple Transformers: A Case Study on Othello-GPT 11 Oct 2023 deanhazineh/emergent-world-representations-othello/EWOthello/othello_world/mingpt/utils.py 958673f09e3e1cd0 ran MIT (permissive)
Mistral 7B 10 Oct 2023 mistralai/mistral-src/src/mistral_inference/generate.py 8e0352e68edf6866 ran Apache-2.0 (permissive)
Can Large Language Models be Good Path Planners? A Benchmark and Investigation on Spatial-temporal Reasoning 5 Oct 2023 mohamedaghzal/llms-as-path-planners/gpt-4-path-planning/src/one_entrance.py 822d5128406dc0b4 ran no licence file found · pointer only
Hierarchical Grammar-Induced Geometry for Data-Efficient Molecular Property Prediction 4 Sep 2023 gmh14/Geo-DEG/agent.py 0bd562e4c29a723d ran MIT (permissive)
Emergent Linear Representations in World Models of Self-Supervised Sequence Models 2 Sep 2023 ajyl/mech_int_othellogpt/mingpt/utils.py 958673f09e3e1cd0 ran MIT (permissive)
$\rm SP^3$: Enhancing Structured Pruning via PCA Projection 31 Aug 2023 hyx1999/sp3/bert/modeling/compactor.py 8c446e6529052aa4 ran no licence file found · pointer only
$\rm SP^3$: Enhancing Structured Pruning via PCA Projection 31 Aug 2023 hyx1999/sp3/bert/modeling/initializer.py ee7891c2dca1d285 ran fingerprinted no licence file found · pointer only
On Point Affiliation in Feature Upsampling 17 Jul 2023 tiny-smart/sapa/deformsapa/deformsapa/forward_check.py 97a4ea089539d2f8 unverified no licence file found · pointer only
ECG-Image-Kit: A Synthetic Image Generation Toolbox to Facilitate Deep Learning-Based Electrocardiogram Digitization 4 Jul 2023 alphanumericslab/ecg-image-kit/codes/ecg-image-generator/HandwrittenText/generate.py b5136c243f64693e ran · honoured contract BSD-3-Clause (permissive)
DiffPack: A Torsional Diffusion Model for Autoregressive Protein Side-Chain Packing 1 Jun 2023 DeepGraphLearning/DiffPack/diffpack/schedule.py 17e317fb95547359 unverified MIT (permissive)
Wuerstchen: An Efficient Architecture for Large-Scale Text-to-Image Diffusion Models 1 Jun 2023 dome272/wuerstchen/modules.py ac26a9e2acf1472f unverified MIT (permissive)
GFlowNet-EM for learning compositional latent variable models 13 Feb 2023 GFNOrg/GFlowNet-EM/discrete_vae/gfn/train_gfn.py bf574d554afe6839 ran · our draft was wrong MIT (permissive)
Sample Dropout: A Simple yet Effective Variance Reduction Technique in Deep Policy Optimization 5 Feb 2023 linzichuan/sdpo/baselines/a2c/utils.py 178099b1f8fb2b9d unverified MIT recorded; this copy not marked cleared · pointer only
Fast Inference from Transformers via Speculative Decoding 30 Nov 2022 feifeibear/llmspeculativesampling/sampling/speculative_sampling.py d433f14ebfd69413 ran · our draft was wrong Apache-2.0 (permissive)
Fast Inference from Transformers via Speculative Decoding 30 Nov 2022 smart-lty/parallelspeculativedecoding/src/engine.py ffa10e3a85932ece ran · our draft was wrong fingerprinted no licence file found · pointer only
A Novel Sampling Scheme for Text- and Image-Conditional Image Synthesis in Quantized Latent Spaces 14 Nov 2022 dome272/paella/src/utils.py c6008d639e9864f9 unverified MIT (permissive)
A Novel Sampling Scheme for Text- and Image-Conditional Image Synthesis in Quantized Latent Spaces 14 Nov 2022 dome272/paella/src_distributed/utils.py c1617cab68d40753 unverified MIT (permissive)
Emergent World Representations: Exploring a Sequence Model Trained on a Synthetic Task 24 Oct 2022 likenneth/othello_world/mingpt/utils.py 958673f09e3e1cd0 ran MIT (permissive)
DIMES: A Differentiable Meta Solver for Combinatorial Optimization Problems 8 Oct 2022 dimesteam/dimes/MIS/solvers/intel_treesearch/NPHard/gcn/models.py 4bcb021dfa245389 ran · our draft was wrong MIT (permissive)
Differentiable Raycasting for Self-supervised Occupancy Forecasting 4 Oct 2022 tarashakhurana/emergent-occ-forecasting/sampler.py 2f73fde7de6f64a3 unverified MIT (permissive)
Learning Continuous Grasping Function with a Dexterous Hand from Human Demonstrations 11 Jul 2022 jianglongye/cgf/cgf/data.py 94d3f69b9739b003 unverified MIT (permissive)

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