| Towards Resource-Efficient LLMs: End-to-End Energy Accounting of Distillation Pipelines added by Syntology |
2026-05 (from id) |
StellarLuminosity/Energy/distill_bench/pipelines/sft_main.py a3c4618734a7e045 |
ran
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| Meet Dynamic Individual Preferences: Resolving Conflicting Human Value with Paired Fine-Tuning added by Syntology |
2026-04 (from id) |
nrimsky/CAA/finetune_llama.py 88c6a4e2feade29f |
ran · honoured contract
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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/training/evaluator.py 2ca88cb8c3b44083 |
unverified |
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| Theory of Minimal Weight Perturbations in Deep Networks and its Applications for Low-Rank Activated Backdoor Attacks added by Syntology |
2026-01 (from id) |
evansbeth/backdoor_attack/Backdoor/classifier_layer_bound_2.py b0e67531ca594321 |
unverified |
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| A theory of diversity for random matrices with applications to in-context learning of Schrödinger equations added by Syntology |
2026-01 (from id) |
LuGroupUMN/Diversity-of-random-matrices/utils/train_utils.py dd03e16bd418e81b |
unverified |
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| Logic Gate Neural Networks are Good for Verification |
26 May 2025 |
HyberionBrew/difflogic_verify/train_model.py db7f2c73ccce434f |
unverified |
MIT (permissive) |
| Transformer-Squared: Self-adaptive LLMs |
9 Jan 2025 |
SakanaAI/self-adaptive-llms/utils.py dde83d263378109c |
unverified |
Apache-2.0 (permissive) |
| LLaVA Steering: Visual Instruction Tuning with 500x Fewer Parameters through Modality Linear Representation-Steering |
16 Dec 2024 |
bibisbar/LLaVA-Steering/tinyllava/eval/model_vqa_halbench.py 3289beb8d4bdf12b |
unverified |
Apache-2.0 (permissive) |
| LLaVA Steering: Visual Instruction Tuning with 500x Fewer Parameters through Modality Linear Representation-Steering |
16 Dec 2024 |
bibisbar/LLaVA-Steering/tinyllava/eval/model_vqa_mmhal.py b449ac23f340f344 |
unverified |
Apache-2.0 (permissive) |
| A Hitchhikers Guide to Fine-Grained Face Forgery Detection Using Common Sense Reasoning |
1 Oct 2024 |
NickyFot/HitchhikersGuide/train_utils.py 9270af9735eeeb5e |
unverified |
Apache-2.0 (permissive) |
| Ensemble everything everywhere: Multi-scale aggregation for adversarial robustness |
8 Aug 2024 |
ETH-DISCO/self-ensembling/2-self-ensemble/self_ensemble.py 0d4c870ca9878659 |
unverified |
AGPL-3.0 (copyleft) · pointer only |
| Commute-Time-Optimised Graphs for GNNs |
9 Jul 2024 |
igorsterner/commute-opt-gnn/src/train_synthetic.py 7ea0be7474f38668 |
ran · honoured contract
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| Disentangling Masked Autoencoders for Unsupervised Domain Generalization |
10 Jul 2024 |
rookiehb/dismae/engine_finetune.py cc0ab280ae31a4ab |
unverified |
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| Compute Better Spent: Replacing Dense Layers with Structured Matrices |
10 Jun 2024 |
shikaiqiu/compute-better-spent/model/fns.py 4e894cdc17d93f2c |
ran
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Apache-2.0 (permissive) |
| DeMamba: AI-Generated Video Detection on Million-Scale GenVideo Benchmark |
30 May 2024 |
chenhaoxing/DeMamba/util.py 93be1c3f4d74a140 |
unverified |
Apache-2.0 (permissive) |
| Steering Llama 2 via Contrastive Activation Addition |
9 Dec 2023 |
nrimsky/sycophancysteering/finetune_llama.py 88c6a4e2feade29f |
ran · honoured contract
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MIT (permissive) |
| Mamba: Linear-Time Sequence Modeling with Selective State Spaces |
1 Dec 2023 |
thearkaprava/ms-temba/vim/MSTemba_main.py ad88c39d5b497053 |
unverified |
Apache-2.0 (permissive) |
| Automating Continual Learning |
1 Dec 2023 |
idsia/automated-cl/utils_few_shot.py 6c71a4a7bae9d5f3 |
unverified |
MIT (permissive) |
| Co$^2$PT: Mitigating Bias in Pre-trained Language Models through Counterfactual Contrastive Prompt Tuning |
19 Oct 2023 |
dongxiangjue/co2pt/eval_bios.py c59d7bc602a19b78 |
unverified |
Apache-2.0 (permissive) |
| In-Context Unlearning: Language Models as Few Shot Unlearners |
11 Oct 2023 |
martinpawel/openunlearn/openunlearn/unlearners/catalog/neg_grad_plus/neg_grad_plus.py 67b0cd2c25da8b69 |
ran · honoured contract
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| Stochastic Gradient Descent with Preconditioned Polyak Step-size |
3 Oct 2023 |
fxrshed/scaledsps/run_nn.py 7bf9abf72409d634 |
ran
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| MDTD: A Multi Domain Trojan Detector for Deep Neural Networks |
30 Aug 2023 |
rajabia/mdtd/trainmodels.py 6f04f58d8c4d5473 |
ran
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| MeMOTR: Long-Term Memory-Augmented Transformer for Multi-Object Tracking |
28 Jul 2023 |
mcg-nju/memotr/eval_engine.py 871c3d5d01b0c75a |
ran
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MIT (permissive) |
| Scaling Laws for Imitation Learning in Single-Agent Games |
18 Jul 2023 |
princeton-nlp/il-scaling-in-games/il_scale/atari/eval_game.py 5a77a04ba19bba16 |
ran
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| Hyperparameters in Contextual RL are Highly Situational |
21 Dec 2022 |
automl-private/crl_hpo/cRL_HPO/run_pb2.py 258d6c5cdb4f0623 |
ran · honoured contract
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Apache-2.0 (permissive) |
| Hyperparameters in Contextual RL are Highly Situational |
21 Dec 2022 |
automl-private/crl_hpo/cRL_HPO/play_pb2.py c73e6161af97557b |
ran · honoured contract
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Apache-2.0 (permissive) |
| Unsupervised Object Representation Learning using Translation and Rotation Group Equivariant VAE |
24 Oct 2022 |
smlc-nysbc/target-vae/train_dsprites.py a0c4d1584fb072d5 |
unverified |
MIT (permissive) |
| Unsupervised Object Representation Learning using Translation and Rotation Group Equivariant VAE |
24 Oct 2022 |
smlc-nysbc/target-vae/train_galaxy.py 9769b6fef90de4d5 |
unverified |
MIT (permissive) |
| Functional Generalized Empirical Likelihood Estimation for Conditional Moment Restrictions |
11 Jul 2022 |
heinerkremer/functional-gel/experiments/exp_heteroskedastic.py f20aede6409c0bb5 |
unverified |
MIT (permissive) |
| Testing the Ability of Language Models to Interpret Figurative Language |
26 Apr 2022 |
simran-khanuja/multilingual-fig-qa/run_baselines.py 31e5d4061c0165ee |
unverified |
MIT (permissive) |
| Flexible risk design using bi-directional dispersion |
28 Mar 2022 |
feedbackward/bdd/bdd/setup_eval.py c481ddacab52025c |
unverified |
MIT (permissive) |
| Equivariant graph neural networks for fast electron density estimation of molecules, liquids, and solids |
1 Dec 2021 |
peterbjorgensen/DeepDFT/runner.py afa2f819f2fb255a |
unverified |
MIT (permissive) |
| CRFL: Certifiably Robust Federated Learning against Backdoor Attacks |
15 Jun 2021 |
AI-secure/CRFL/smooth_mnist.py 4d7f485df31b3c02 |
ran · honoured contract
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| Proximal Causal Learning with Kernels: Two-Stage Estimation and Moment Restriction |
10 May 2021 |
yuchen-zhu/kernel_proxies/baselines_scripts/run_zoo_experiments_more_baselines.py 163994b7dab0dc19 |
ran · honoured contract
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MIT (permissive) |
| F-SIOL-310: A Robotic Dataset and Benchmark for Few-Shot Incremental Object Learning |
23 Mar 2021 |
aliayub7/cbcl-pr/training_functions.py 3c00ad285b324bd8 |
unverified |
MIT (permissive) |
| Learning Connectivity for Data Distribution in Robot Teams |
8 Mar 2021 |
landonbutler/Learning-Connectivity/test_all.py 2b4b61da529b5231 |
ran · our draft was wrong
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MIT (permissive) |
| Towards Robustness to Label Noise in Text Classification via Noise Modeling |
27 Jan 2021 |
thumbe3/label-noise-nlp/train_classifier.py 2e0740f9258c4c0c |
ran · our draft was wrong
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| Accurate, Low-Latency Visual Perception for Autonomous Racing:Challenges, Mechanisms, and Practical Solutions |
28 Jul 2020 |
cv-core/MIT-Driverless-CV-TrainingInfra/RektNet/keypoint_tutorial_util.py 651a7b6fa2ae8d29 |
unverified |
Apache-2.0 (permissive) |
| FLOT: Scene Flow on Point Clouds Guided by Optimal Transport |
22 Jul 2020 |
valeoai/FLOT/flot/scripts/val_test.py 5c7237bcc1e3ea85 |
unverified |
licence not identified · pointer only |
| Learning Optimal Tree Models Under Beam Search |
27 Jun 2020 |
alibaba/x-deeplearning/xdl-algorithm-solution/DIEN/script/model.py 88e3effeb58e908b |
unverified |
Apache-2.0 (permissive) |
| Visual Transformers: Token-based Image Representation and Processing for Computer Vision |
5 Jun 2020 |
aws-samples/amazon-sagemaker-visual-transformer/image-classification/code/vt-resnet-34.py 4a3aa44eded8d09b |
unverified |
MIT-0 (permissive) |
| To Share or Not To Share: A Comprehensive Appraisal of Weight-Sharing |
11 Feb 2020 |
apourchot/to_share_or_not_to_share/training.py cf07dd413f297eb9 |
unverified |
MIT (permissive) |
| Explicitly disentangling image content from translation and rotation with spatial-VAE |
25 Sep 2019 |
tbepler/spatial-VAE/train_mnist.py 574e22e6718a6402 |
ran · our draft was wrong
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MIT (permissive) |
| Explicitly disentangling image content from translation and rotation with spatial-VAE |
25 Sep 2019 |
tbepler/spatial-VAE/train_particles.py ebc30d59ffdabf83 |
unverified |
MIT (permissive) |
| Explicitly disentangling image content from translation and rotation with spatial-VAE |
25 Sep 2019 |
tbepler/spatial-VAE/train_galaxy.py 3ec7b29d649004d3 |
unverified |
MIT (permissive) |
| Combining Fact Extraction and Verification with Neural Semantic Matching Networks |
16 Nov 2018 |
easonnie/combine-FEVER-NSMN/src/nli/mesim_wn_simi_v1_3.py 75be915616e6844d |
ran · honoured contract
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MIT (permissive) |
| Rational Recurrences |
28 Aug 2018 |
Noahs-ARK/rational-recurrences/classification/train_classifier.py ffb793bae7c75c69 |
unverified |
MIT (permissive) |
| arXiv:2023.findings-emnlp.384 |
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JHL-HUST/SparseMA/train_classifier.py b8714aa8b5678221 |
unverified |
Apache-2.0 (permissive) |
| arXiv:2023.findings-acl.765 |
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qtli/EIB/code/BottleSum/finetune_BottleSelf.py 3f8c02eb208fc9e7 |
unverified |
Apache-2.0 (permissive) |
| arXiv:2023.acl-short.31 |
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JFChi/PLUE/pretraining/BERT/run_mlm_no_trainer.py f3a6621055683d86 |
unverified |
MIT (permissive) |