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| Towards Text-Image Interleaved Retrieval |
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3 Feb 2025 |
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| Diffusion Predictive Control with Constraints |
12 Dec 2024 |
ralfroemer99/dpcc/diffuser/datasets/normalization.py 505d6b06c543b4fb |
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| Efficient Online Reinforcement Learning Fine-Tuning Need Not Retain Offline Data |
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| Path-Guided Particle-based Sampling |
4 Dec 2024 |
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| Parameter Efficient Instruction Tuning: An Empirical Study |
25 Nov 2024 |
AdaBit-AI/parameter_efficient_instruction_tuning/utils.py 96ed0b37ba724222 |
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31 Oct 2024 |
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| Offline Behavior Distillation |
30 Oct 2024 |
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29 Oct 2024 |
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| FedSSP: Federated Graph Learning with Spectral Knowledge and Personalized Preference |
26 Oct 2024 |
oakleytan/fedssp/server.py 3df6bc19fffe52a2 |
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| Multi-Robot Motion Planning with Diffusion Models |
4 Oct 2024 |
yoraish/mmd/mmd/datasets/normalization.py d910cc55fcc7a3e1 |
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| Data-Driven Parametrization of Molecular Mechanics Force Fields for Expansive Chemical Space Coverage |
23 Aug 2024 |
bytedance/byteff/byteff/model/swag.py 7fe67c4b8d6af086 |
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8 Aug 2024 |
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| Maverick: Efficient and Accurate Coreference Resolution Defying Recent Trends |
31 Jul 2024 |
SapienzaNLP/maverick-coref/maverick/common/util.py 20922c79a0929bbf |
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| Isometric Representation Learning for Disentangled Latent Space of Diffusion Models |
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28 Jun 2024 |
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| From Majority to Minority: A Diffusion-based Augmentation for Underrepresented Groups in Skin Lesion Analysis |
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| Causal Estimation of Memorisation Profiles |
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| Accelerating Simulation of Two-Phase Flows with Neural PDE Surrogates |
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MIT (permissive) |
| Does SGD really happen in tiny subspaces? |
25 May 2024 |
locuslab/edge-of-stability/src/cifar.py 5ae58d45938cf313 |
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| Gaussian Stochastic Weight Averaging for Bayesian Low-Rank Adaptation of Large Language Models |
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| Stabilizing Backpropagation Through Time to Learn Complex Physics |
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tum-pbs/stablebptt/CartPole/Simulations/01/training.py 71c7f883fbdb43ef |
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| The Role of Language Imbalance in Cross-lingual Generalisation: Insights from Cloned Language Experiments |
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MIT (permissive) |
| MEND: Meta dEmonstratioN Distillation for Efficient and Effective In-Context Learning |
11 Mar 2024 |
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| Coercing LLMs to do and reveal (almost) anything |
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| Time Series Forecasting with LLMs: Understanding and Enhancing Model Capabilities |
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| Two Tales of Single-Phase Contrastive Hebbian Learning |
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| Unitxt: Flexible, Shareable and Reusable Data Preparation and Evaluation for Generative AI |
25 Jan 2024 |
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| VLLaVO: Mitigating Visual Gap through LLMs |
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| The Rise of Diffusion Models in Time-Series Forecasting |
5 Jan 2024 |
ai4healthuol/sssd/src/utils/util.py c711b513a9afe00d |
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MIT (permissive) |
| State of What Art? A Call for Multi-Prompt LLM Evaluation |
31 Dec 2023 |
identical code first harvested elsewhere aa8b6cfacbbfd0f8 |
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| Deep Generative Symbolic Regression |
30 Dec 2023 |
samholt/deepgenerativesymbolicregression/config.py f77001035699a79b |
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| BlackboxBench: A Comprehensive Benchmark of Black-box Adversarial Attacks |
2023-12 (from id) |
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| Rethinking Tabular Data Understanding with Large Language Models |
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Leolty/tablellm/evaluate.py f4e20da00a5d2f24 |
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| Robustness of Deep Learning for Accelerated MRI: Benefits of Diverse Training Data |
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| Loss Functions in the Era of Semantic Segmentation: A Survey and Outlook |
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| You don't need a personality test to know these models are unreliable: Assessing the Reliability of Large Language Models on Psychometric Instruments |
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| Leveraging Structured Information for Explainable Multi-hop Question Answering and Reasoning |
7 Nov 2023 |
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27 Oct 2023 |
LeapLabTHU/FamO2O/jax_cql/viskit/core.py 20922c79a0929bbf |
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| Diversify Question Generation with Retrieval-Augmented Style Transfer |
23 Oct 2023 |
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5 Oct 2023 |
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| Policy Optimization in a Noisy Neighborhood: On Return Landscapes in Continuous Control |
26 Sep 2023 |
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| Nougat: Neural Optical Understanding for Academic Documents |
25 Aug 2023 |
facebookresearch/nougat/nougat/dataset/split_md_to_pages.py c7b10fd9591e244d |
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| Towards Language Models That Can See: Computer Vision Through the LENS of Natural Language |
28 Jun 2023 |
contextualai/lens/lens/model.py 20922c79a0929bbf |
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| Neighborhood-based Hard Negative Mining for Sequential Recommendation |
12 Jun 2023 |
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MIT (permissive) |
| Distribution Shift Inversion for Out-of-Distribution Prediction |
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| 14 Examples of How LLMs Can Transform Materials Science and Chemistry: A Reflection on a Large Language Model Hackathon |
9 Jun 2023 |
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| Diffusion Model is an Effective Planner and Data Synthesizer for Multi-Task Reinforcement Learning |
29 May 2023 |
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| Are You Copying My Model? Protecting the Copyright of Large Language Models for EaaS via Backdoor Watermark |
17 May 2023 |
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| Prophet: Prompting Large Language Models with Complementary Answer Heuristics for Knowledge-based Visual Question Answering |
3 Mar 2023 |
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| A Large-Scale Multilingual Study of Visual Constraints on Linguistic Selection of Descriptions |
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| Direct Preference-based Policy Optimization without Reward Modeling |
30 Jan 2023 |
snu-mllab/DPPO/viskit/core.py 20922c79a0929bbf |
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| Diffusion-based Conditional ECG Generation with Structured State Space Models |
19 Jan 2023 |
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| NeRN -- Learning Neural Representations for Neural Networks |
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| Expressive architectures enhance interpretability of dynamics-based neural population models |
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| Scaling Language-Image Pre-training via Masking |
1 Dec 2022 |
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| Federated Learning on Non-IID Graphs via Structural Knowledge Sharing |
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12 Oct 2022 |
scottemmons/youngs-cql/viskit/core.py 20922c79a0929bbf |
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| Transfer Learning on Heterogeneous Feature Spaces for Treatment Effects Estimation |
8 Oct 2022 |
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| Equivariant Shape-Conditioned Generation of 3D Molecules for Ligand-Based Drug Design |
6 Oct 2022 |
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MIT (permissive) |
| A Dataset of Alt Texts from HCI Publications: Analyses and Uses Towards Producing More Descriptive Alt Texts of Data Visualizations in Scientific Papers |
2022-09 (from id) |
allenai/hci-alt-texts/models/semantic_level_classifier/prep_data.py 294e7e68e1885cb5 |
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| Turning Normalizing Flows into Monge Maps with Geodesic Gaussian Preserving Flows |
22 Sep 2022 |
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| ProCo: Prototype-aware Contrastive Learning for Long-tailed Medical Image Classification |
1 Sep 2022 |
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| Robust Multivariate Time-Series Forecasting: Adversarial Attacks and Defense Mechanisms |
19 Jul 2022 |
awslabs/gluonts/src/gluonts/maybe.py 4cd8c833a319daa5 |
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17 Jul 2022 |
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| BYOL-S: Learning Self-supervised Speech Representations by Bootstrapping |
24 Jun 2022 |
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MIT (permissive) |
| Learning Debiased Classifier with Biased Committee |
22 Jun 2022 |
nayeong-v-kim/lwbc/SSL/byol/builder.py 4daa3e876f494d75 |
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| EnvPool: A Highly Parallel Reinforcement Learning Environment Execution Engine |
21 Jun 2022 |
sail-sg/envpool/envpool/craftax/oracle.py 29f63787cb6f151f |
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| Learning to Accelerate Partial Differential Equations via Latent Global Evolution |
15 Jun 2022 |
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MIT (permissive) |
| Graph-based Spatial Transformer with Memory Replay for Multi-future Pedestrian Trajectory Prediction |
12 Jun 2022 |
Jacobieee/ST-MR/code/pred_models.py 031388c8384c9227 |
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| Anchor-Changing Regularized Natural Policy Gradient for Multi-Objective Reinforcement Learning |
10 Jun 2022 |
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| Learning ReLU networks to high uniform accuracy is intractable |
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MIT (permissive) |
| LingMess: Linguistically Informed Multi Expert Scorers for Coreference Resolution |
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| The Causal News Corpus: Annotating Causal Relations in Event Sentences from News |
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| What Makes Instruction Learning Hard? An Investigation and a New Challenge in a Synthetic Environment |
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| On Uncertainty, Tempering, and Data Augmentation in Bayesian Classification |
30 Mar 2022 |
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