| Differentiable Convex Optimization Layers | Oct 28, 2019 | Inductive Bias | CodeCode Available | 2 |
| Thought Cloning: Learning to Think while Acting by Imitating Human Thinking | Jun 1, 2023 | Imitation LearningReinforcement Learning (RL) | CodeCode Available | 2 |
| DatasetDM: Synthesizing Data with Perception Annotations Using Diffusion Models | Aug 11, 2023 | Dataset GenerationDecoder | CodeCode Available | 2 |
| Transferability of Adversarial Examples to Attack Cloud-based Image Classifier Service | Jan 8, 2020 | ClassificationGeneral Classification | CodeCode Available | 2 |
| A Little Fog for a Large Turn | Jan 16, 2020 | Adversarial AttackAutonomous Navigation | CodeCode Available | 2 |
| Torch-Struct: Deep Structured Prediction Library | Feb 3, 2020 | Deep LearningPrediction | CodeCode Available | 2 |
| Don't be lazy: CompleteP enables compute-efficient deep transformers | May 2, 2025 | | CodeCode Available | 2 |
| Semantically-Guided Representation Learning for Self-Supervised Monocular Depth | Feb 27, 2020 | Depth EstimationDepth Prediction | CodeCode Available | 2 |
| Unbiased Scene Graph Generation from Biased Training | Feb 27, 2020 | Causal Inferencecounterfactual | CodeCode Available | 2 |
| Knowledge Graphs | Mar 4, 2020 | Knowledge Graphs | CodeCode Available | 2 |
| Compressing deep neural networks on FPGAs to binary and ternary precision with HLS4ML | Mar 11, 2020 | Handwritten Digit Recognition | CodeCode Available | 2 |
| UnetTSF: A Better Performance Linear Complexity Time Series Prediction Model | Jan 5, 2024 | Time SeriesTime Series Prediction | CodeCode Available | 2 |
| Detection in Crowded Scenes: One Proposal, Multiple Predictions | Mar 20, 2020 | Object DetectionPedestrian Detection | CodeCode Available | 2 |
| Quantile Encoder: Tackling High Cardinality Categorical Features in Regression Problems | May 27, 2021 | regressionSpecificity | CodeCode Available | 2 |
| Fixing the train-test resolution discrepancy: FixEfficientNet | Mar 18, 2020 | Data AugmentationImage Classification | CodeCode Available | 2 |
| Self-Supervised Log Parsing | Mar 17, 2020 | Anomaly DetectionFault Detection | CodeCode Available | 2 |
| Augmenting Differentiable Simulators with Neural Networks to Close the Sim2Real Gap | Jul 12, 2020 | | CodeCode Available | 2 |
| COVID-Net: A Tailored Deep Convolutional Neural Network Design for Detection of COVID-19 Cases from Chest X-Ray Images | Mar 22, 2020 | COVID-19 Diagnosis | CodeCode Available | 2 |
| Health-LLM: Large Language Models for Health Prediction via Wearable Sensor Data | Jan 12, 2024 | | CodeCode Available | 2 |
| Flatten Anything: Unsupervised Neural Surface Parameterization | May 23, 2024 | | CodeCode Available | 2 |
| SLOT: Sample-specific Language Model Optimization at Test-time | May 18, 2025 | GSM8KLanguage Modeling | CodeCode Available | 2 |
| Omni-sourced Webly-supervised Learning for Video Recognition | Mar 29, 2020 | Action ClassificationAction Recognition | CodeCode Available | 2 |
| Background Matting: The World is Your Green Screen | Apr 1, 2020 | Image Matting | CodeCode Available | 2 |
| BAE: BERT-based Adversarial Examples for Text Classification | Apr 4, 2020 | Adversarial AttackAdversarial Text | CodeCode Available | 2 |
| D4RL: Datasets for Deep Data-Driven Reinforcement Learning | Apr 15, 2020 | D4RLOffline RL | CodeCode Available | 2 |
| Cross-lingual Contextualized Topic Models with Zero-shot Learning | Apr 16, 2020 | Topic ModelsTransfer Learning | CodeCode Available | 2 |
| The Variational Bandwidth Bottleneck: Stochastic Evaluation on an Information Budget | Apr 24, 2020 | reinforcement-learningReinforcement Learning | CodeCode Available | 2 |
| FetalCLIP: A Visual-Language Foundation Model for Fetal Ultrasound Image Analysis | Feb 20, 2025 | Age EstimationBenchmarking | CodeCode Available | 2 |
| LGSVL Simulator: A High Fidelity Simulator for Autonomous Driving | May 7, 2020 | Autonomous DrivingAutonomous Vehicles | CodeCode Available | 2 |
| vMAP: Vectorised Object Mapping for Neural Field SLAM | Feb 3, 2023 | Object | CodeCode Available | 2 |
| Portrait3D: Text-Guided High-Quality 3D Portrait Generation Using Pyramid Representation and GANs Prior | Apr 16, 2024 | Neural RenderingText to 3D | CodeCode Available | 2 |
| Graph Structure Learning for Robust Graph Neural Networks | May 20, 2020 | Graph Neural NetworkGraph structure learning | CodeCode Available | 2 |
| AdvPrompter: Fast Adaptive Adversarial Prompting for LLMs | Apr 21, 2024 | MMLURed Teaming | CodeCode Available | 2 |
| DetectoRS: Detecting Objects with Recursive Feature Pyramid and Switchable Atrous Convolution | Jun 3, 2020 | Instance SegmentationObject | CodeCode Available | 2 |
| Liquid Time-constant Networks | Jun 8, 2020 | Time SeriesTime Series Analysis | CodeCode Available | 2 |
| GCNs-Net: A Graph Convolutional Neural Network Approach for Decoding Time-resolved EEG Motor Imagery Signals | Jun 16, 2020 | Brain Computer InterfaceEEG | CodeCode Available | 2 |
| LEGNet: Lightweight Edge-Gaussian Driven Network for Low-Quality Remote Sensing Image Object Detection | Mar 18, 2025 | Computational Efficiencyobject-detection | CodeCode Available | 2 |
| Mirostat: A Neural Text Decoding Algorithm that Directly Controls Perplexity | Jul 29, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| Hopfield Networks is All You Need | Jul 16, 2020 | AllDrug Design | CodeCode Available | 2 |
| Generalized Word Shift Graphs: A Method for Visualizing and Explaining Pairwise Comparisons Between Texts | Aug 5, 2020 | Diagnostic | CodeCode Available | 2 |
| Egocentric Video-Language Pretraining @ Ego4D Challenge 2022 | Jul 4, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| Better Call SAL: Towards Learning to Segment Anything in Lidar | Mar 19, 2024 | Panoptic SegmentationSegmentation | CodeCode Available | 2 |
| Searching for a Search Method: Benchmarking Search Algorithms for Generating NLP Adversarial Examples | Sep 9, 2020 | Adversarial TextBenchmarking | CodeCode Available | 2 |
| Decoupling Representation Learning from Reinforcement Learning | Sep 14, 2020 | Data AugmentationDeep Reinforcement Learning | CodeCode Available | 2 |
| Bootstrap Latent Representations for Multi-modal Recommendation | Jul 13, 2022 | Multi-modal Recommendation | CodeCode Available | 2 |
| A Feasibility-Driven Approach to Control-Limited DDP | Oct 1, 2020 | Model Predictive Control | CodeCode Available | 2 |
| trajdata: A Unified Interface to Multiple Human Trajectory Datasets | Jul 26, 2023 | Autonomous VehiclesMotion Forecasting | CodeCode Available | 2 |
| DiJiang: Efficient Large Language Models through Compact Kernelization | Mar 29, 2024 | | CodeCode Available | 2 |
| Efficient Multi-Vector Dense Retrieval Using Bit Vectors | Apr 3, 2024 | QuantizationRetrieval | CodeCode Available | 2 |
| HiFi-GAN: Generative Adversarial Networks for Efficient and High Fidelity Speech Synthesis | Oct 12, 2020 | CPUGPU | CodeCode Available | 2 |