| TeachMyAgent: a Benchmark for Automatic Curriculum Learning in Deep RL | Mar 17, 2021 | Deep Reinforcement Learning | CodeCode Available | 1 | 5 |
| Learning to Remember More with Less Memorization | Jan 5, 2019 | MemorizationSentiment Analysis | CodeCode Available | 1 | 5 |
| SmallBigNet: Integrating Core and Contextual Views for Video Classification | Jun 25, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Multi-Class Data Description for Out-of-distribution Detection | Apr 2, 2021 | Out-of-Distribution Detection | CodeCode Available | 1 | 5 |
| Seshat: A tool for managing and verifying annotation campaigns of audio data | Mar 3, 2020 | | CodeCode Available | 1 | 5 |
| Attend Refine Repeat: Active Box Proposal Generation via In-Out Localization | Jun 14, 2016 | object-detectionObject Detection | CodeCode Available | 1 | 5 |
| Autoencoders that don't overfit towards the Identity | Dec 1, 2020 | Denoising | CodeCode Available | 1 | 5 |
| Attention in Attention Network for Image Super-Resolution | Apr 19, 2021 | Image Super-ResolutionSuper-Resolution | CodeCode Available | 1 | 5 |
| AMPA-Net: Optimization-Inspired Attention Neural Network for Deep Compressed Sensing | Oct 14, 2020 | compressed sensingCompressive Sensing | CodeCode Available | 1 | 5 |
| Auction-Based Combinatorial Multi-Armed Bandit Mechanisms with Strategic Arms | May 10, 2021 | Computational Efficiency | CodeCode Available | 1 | 5 |
| Adversarial Dropout for Supervised and Semi-supervised Learning | Jul 12, 2017 | | CodeCode Available | 1 | 5 |
| Automatically Select Emotion for Response via Personality-affected Emotion Transition | Jun 30, 2021 | | CodeCode Available | 1 | 5 |
| Few-shot Text Classification with Distributional Signatures | Aug 16, 2019 | ClassificationFew-Shot Text Classification | CodeCode Available | 1 | 5 |
| Modeling Label Semantics for Predicting Emotional Reactions | Jun 9, 2020 | Emotion ClassificationMulti-Label Classification | CodeCode Available | 1 | 5 |
| Prior-RadGraphFormer: A Prior-Knowledge-Enhanced Transformer for Generating Radiology Graphs from X-Rays | Mar 24, 2023 | Decision MakingMedical Image Analysis | CodeCode Available | 1 | 5 |
| Scalable Memory Protection in the PENGLAI Enclave | Jul 14, 2021 | CPU | CodeCode Available | 1 | 5 |
| Differentiable Weightless Neural Networks | Oct 14, 2024 | Edge-computing | CodeCode Available | 1 | 5 |
| FeatMatch: Feature-Based Augmentation for Semi-Supervised Learning | Jul 16, 2020 | ClusteringData Augmentation | CodeCode Available | 1 | 5 |
| Variational Representation Learning for Vehicle Re-Identification | May 7, 2019 | Representation LearningRetrieval | CodeCode Available | 1 | 5 |
| PCAM: Product of Cross-Attention Matrices for Rigid Registration of Point Clouds | Oct 4, 2021 | Point Cloud Registration | CodeCode Available | 1 | 5 |
| Cloud and Cloud Shadow Segmentation for Remote Sensing Imagery via Filtered Jaccard Loss Function and Parametric Augmentation | Jan 23, 2020 | Cloud DetectionData Augmentation | CodeCode Available | 1 | 5 |
| Fusing task-oriented and open-domain dialogues in conversational agents | Sep 9, 2021 | Dialogue Generation | CodeCode Available | 1 | 5 |
| Network-to-Network Translation with Conditional Invertible Neural Networks | May 27, 2020 | Image GenerationImage-to-Image Translation | CodeCode Available | 1 | 5 |
| Grape: Knowledge Graph Enhanced Passage Reader for Open-domain Question Answering | Oct 6, 2022 | Entity EmbeddingsGraph Neural Network | CodeCode Available | 1 | 5 |
| Semantic Table Retrieval using Keyword and Table Queries | May 13, 2021 | RetrievalTable Retrieval | CodeCode Available | 1 | 5 |
| Differential Evolution for Neural Architecture Search | Dec 11, 2020 | Bayesian OptimizationNeural Architecture Search | CodeCode Available | 1 | 5 |
| RamanNet: A generalized neural network architecture for Raman Spectrum Analysis | Jan 20, 2022 | BIG-bench Machine LearningVirology | CodeCode Available | 1 | 5 |
| Wav2KWS: Transfer Learning from Speech Representations for Keyword Spotting | May 10, 2021 | Keyword Spottingtext-to-speech | CodeCode Available | 1 | 5 |
| Implicit Neural Image Field for Biological Microscopy Image Compression | May 29, 2024 | Image CompressionManagement | CodeCode Available | 1 | 5 |
| DACS: Domain Adaptation via Cross-domain Mixed Sampling | Jul 17, 2020 | Domain AdaptationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Symmetric Transformer-based Network for Unsupervised Image Registration | Apr 28, 2022 | DecoderImage Registration | CodeCode Available | 1 | 5 |
| Real Spike: Learning Real-valued Spikes for Spiking Neural Networks | Oct 13, 2022 | | CodeCode Available | 1 | 5 |
| Excavating the Potential Capacity of Self-Supervised Monocular Depth Estimation | Sep 26, 2021 | Data AugmentationDepth Estimation | CodeCode Available | 1 | 5 |
| Completely Self-Supervised Crowd Counting via Distribution Matching | Sep 14, 2020 | Crowd CountingDensity Estimation | CodeCode Available | 1 | 5 |
| PREDICT & CLUSTER: Unsupervised Skeleton Based Action Recognition | Nov 27, 2019 | Action RecognitionDecoder | CodeCode Available | 1 | 5 |
| Text and Style Conditioned GAN for Generation of Offline Handwriting Lines | Sep 1, 2020 | Handwriting generation | CodeCode Available | 1 | 5 |
| GMOT-40: A Benchmark for Generic Multiple Object Tracking | Nov 24, 2020 | Multiple Object TrackingObject | CodeCode Available | 1 | 5 |
| Tensors Fitting Perfectly | Feb 26, 2021 | | CodeCode Available | 1 | 5 |
| EDCNN: Edge enhancement-based Densely Connected Network with Compound Loss for Low-Dose CT Denoising | Oct 30, 2020 | Computed Tomography (CT)Denoising | CodeCode Available | 1 | 5 |
| Exploiting Position Bias for Robust Aspect Sentiment Classification | May 29, 2021 | ClassificationPosition | CodeCode Available | 1 | 5 |
| PFA: Privacy-preserving Federated Adaptation for Effective Model Personalization | Mar 2, 2021 | Federated LearningPrivacy Preserving | CodeCode Available | 1 | 5 |
| BiST: Bi-directional Spatio-Temporal Reasoning for Video-Grounded Dialogues | Oct 20, 2020 | Spatial Reasoning | CodeCode Available | 1 | 5 |
| Primitive Representation Learning for Scene Text Recognition | May 10, 2021 | DecoderRepresentation Learning | CodeCode Available | 1 | 5 |
| THP: Topological Hawkes Processes for Learning Causal Structure on Event Sequences | May 23, 2021 | | CodeCode Available | 1 | 5 |
| Exact solutions to the nonlinear dynamics of learning in deep linear neural networks | Dec 20, 2013 | Unsupervised Pre-training | CodeCode Available | 1 | 5 |
| Overcoming catastrophic forgetting in neural networks | Dec 2, 2016 | Atari Gamesclass-incremental learning | CodeCode Available | 1 | 5 |
| Ev-3DOD: Pushing the Temporal Boundaries of 3D Object Detection with Event Cameras | Feb 26, 2025 | 3D Object DetectionAutonomous Driving | CodeCode Available | 1 | 5 |
| MAP: Multimodal Uncertainty-Aware Vision-Language Pre-training Model | Oct 11, 2022 | Contrastive LearningImage-text matching | CodeCode Available | 1 | 5 |
| Approaching Outside: Scaling Unsupervised 3D Object Detection from 2D Scene | Jul 11, 2024 | 3D Object Detectionobject-detection | CodeCode Available | 1 | 5 |
| Self-Supervised Learning for MRI Reconstruction with a Parallel Network Training Framework | Sep 26, 2021 | Image ReconstructionModel Optimization | CodeCode Available | 1 | 5 |
