| Adversarial Robustness against Multiple and Single l_p-Threat Models via Quick Fine-Tuning of Robust Classifiers | May 26, 2021 | Adversarial Robustness | CodeCode Available | 1 | 5 |
| Learning to Combine Per-Example Solutions for Neural Program Synthesis | Jun 14, 2021 | Program Synthesis | CodeCode Available | 1 | 5 |
| Hierarchical Fashion Graph Network for Personalized Outfit Recommendation | May 26, 2020 | | CodeCode Available | 1 | 5 |
| A General Framework For Detecting Anomalous Inputs to DNN Classifiers | Jul 29, 2020 | Anomaly Detectionimage-classification | CodeCode Available | 1 | 5 |
| Co-segmentation Inspired Attention Module for Video-based Computer Vision Tasks | Nov 14, 2021 | Action ClassificationObject | CodeCode Available | 1 | 5 |
| Score Priors Guided Deep Variational Inference for Unsupervised Real-World Single Image Denoising | Aug 9, 2023 | DenoisingImage Denoising | CodeCode Available | 1 | 5 |
| Learning to Generate Scene Graph from Natural Language Supervision | Sep 6, 2021 | Graph GenerationScene Graph Generation | CodeCode Available | 1 | 5 |
| Fusing Wearable IMUs with Multi-View Images for Human Pose Estimation: A Geometric Approach | Mar 25, 2020 | 2D Pose Estimation3D Absolute Human Pose Estimation | CodeCode Available | 1 | 5 |
| Fast-MVSNet: Sparse-to-Dense Multi-View Stereo With Learned Propagation and Gauss-Newton Refinement | Mar 29, 2020 | Depth Estimation | CodeCode Available | 1 | 5 |
| Collecting a Large-Scale Gender Bias Dataset for Coreference Resolution and Machine Translation | Sep 8, 2021 | coreference-resolutionCoreference Resolution | CodeCode Available | 1 | 5 |
| An Efficient Approach for Cross-Silo Federated Learning to Rank | Jun 21, 2021 | Federated LearningLearning-To-Rank | CodeCode Available | 1 | 5 |
| Modeling Fine-Grained Entity Types with Box Embeddings | Jan 2, 2021 | Entity Typing | CodeCode Available | 1 | 5 |
| Learning Rewards from Linguistic Feedback | Sep 30, 2020 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 | 5 |
| U-Net with Hierarchical Bottleneck Attention for Landmark Detection in Fundus Images of the Degenerated Retina | Jul 9, 2021 | Fovea DetectionOptic Disc Detection | CodeCode Available | 1 | 5 |
| Improved Protein-ligand Binding Affinity Prediction with Structure-Based Deep Fusion Inference | May 17, 2020 | Computational EfficiencyDrug Discovery | CodeCode Available | 1 | 5 |
| POMO: Policy Optimization with Multiple Optima for Reinforcement Learning | Oct 30, 2020 | Combinatorial Optimizationreinforcement-learning | CodeCode Available | 1 | 5 |
| Taking Over the Stock Market: Adversarial Perturbations Against Algorithmic Traders | Oct 19, 2020 | Adversarial AttackAlgorithmic Trading | CodeCode Available | 1 | 5 |
| Video-based AI for beat-to-beat assessment of cardiac function | Mar 25, 2020 | LV Segmentation | CodeCode Available | 1 | 5 |
| Bipartite Graph Embedding via Mutual Information Maximization | Dec 10, 2020 | Graph EmbeddingLink Prediction | CodeCode Available | 1 | 5 |
| Coarse- and Fine-grained Attention Network with Background-aware Loss for Crowd Density Map Estimation | Nov 7, 2020 | | CodeCode Available | 1 | 5 |
| DisSim: A Discourse-Aware Syntactic Text Simplification Frameworkfor English and German | Sep 26, 2019 | SentenceText Simplification | CodeCode Available | 1 | 5 |
| Deep Inverse Q-learning with Constraints | Aug 4, 2020 | Q-Learning | CodeCode Available | 1 | 5 |
| End-to-End Differentiable Learning to HDR Image Synthesis for Multi-exposure Images | Jun 29, 2020 | Image GenerationImage Reconstruction | CodeCode Available | 1 | 5 |
| The PyTorch-Kaldi Speech Recognition Toolkit | Nov 19, 2018 | Distant Speech RecognitionNoisy Speech Recognition | CodeCode Available | 1 | 5 |
| Diversity is All You Need: Learning Skills without a Reward Function | Feb 16, 2018 | AllDiversity | CodeCode Available | 1 | 5 |
| Frame-To-Frame Consistent Semantic Segmentation | Aug 3, 2020 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| InverseForm: A Loss Function for Structured Boundary-Aware Segmentation | Apr 6, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Learning Fair Policies in Decentralized Cooperative Multi-Agent Reinforcement Learning | Dec 17, 2020 | FairnessMulti-agent Reinforcement Learning | CodeCode Available | 1 | 5 |
| Tone Mapping Based on Multi-scale Histogram Synthesis | Jan 31, 2021 | Tone Mapping | CodeCode Available | 1 | 5 |
| Contrastive Distillation on Intermediate Representations for Language Model Compression | Sep 29, 2020 | Knowledge DistillationLanguage Modeling | CodeCode Available | 1 | 5 |
| A Unified Model for Zero-shot Music Source Separation, Transcription and Synthesis | Aug 7, 2021 | DecoderDisentanglement | CodeCode Available | 1 | 5 |
| A Recurrent Latent Variable Model for Sequential Data | Jun 7, 2015 | model | CodeCode Available | 1 | 5 |
| On Finite Difference Jacobian Computation in Deformable Image Registration | Dec 12, 2022 | Image Registration | CodeCode Available | 1 | 5 |
| Summary Explorer: Visualizing the State of the Art in Text Summarization | Aug 4, 2021 | Document SummarizationPosition | CodeCode Available | 1 | 5 |
| Automated Generation of Accurate & Fluent Medical X-ray Reports | Nov 1, 2021 | Medical Report Generation | CodeCode Available | 1 | 5 |
| Multi-scale and Cross-scale Contrastive Learning for Semantic Segmentation | Mar 25, 2022 | Contrastive LearningSemantic Segmentation | CodeCode Available | 1 | 5 |
| Discriminator Soft Actor Critic without Extrinsic Rewards | Jan 19, 2020 | Imitation LearningQ-Learning | CodeCode Available | 1 | 5 |
| Interpolation between Residual and Non-Residual Networks | Jun 10, 2020 | Adversarial Attackimage-classification | CodeCode Available | 1 | 5 |
| Seeing without Looking: Contextual Rescoring of Object Detections for AP Maximization | Dec 27, 2019 | object-detectionObject Detection | CodeCode Available | 1 | 5 |
| Adversarial Deep Reinforcement Learning in Portfolio Management | Aug 29, 2018 | Deep Reinforcement LearningManagement | CodeCode Available | 1 | 5 |
| Self-supervised Knowledge Distillation for Few-shot Learning | Jun 17, 2020 | Few-Shot Image ClassificationFew-Shot Learning | CodeCode Available | 1 | 5 |
| BayesSimIG: Scalable Parameter Inference for Adaptive Domain Randomization with IsaacGym | Jul 9, 2021 | GPUReinforcement Learning (RL) | CodeCode Available | 1 | 5 |
| Intrinsic-Extrinsic Preserved GANs for Unsupervised 3D Pose Transfer | Aug 17, 2021 | DisentanglementGenerative Adversarial Network | CodeCode Available | 1 | 5 |
| A Reinforcement Learning Environment for Mathematical Reasoning via Program Synthesis | Jul 15, 2021 | Mathematical ReasoningProgram Synthesis | CodeCode Available | 1 | 5 |
| PolyWorld: Polygonal Building Extraction with Graph Neural Networks in Satellite Images | Nov 30, 2021 | Graph Neural NetworkInstance Segmentation | CodeCode Available | 1 | 5 |
| SuperMix: Supervising the Mixing Data Augmentation | Mar 10, 2020 | Data AugmentationGeneral Classification | CodeCode Available | 1 | 5 |
| COBRAPRO: A MATLAB toolbox for Physics-based Battery Modeling and Co-simulation Parameter Optimization | Apr 15, 2024 | | CodeCode Available | 1 | 5 |
| VL-SAT: Visual-Linguistic Semantics Assisted Training for 3D Semantic Scene Graph Prediction in Point Cloud | Mar 25, 2023 | 3D geometry3d scene graph generation | CodeCode Available | 1 | 5 |
| Symbolic Relational Deep Reinforcement Learning based on Graph Neural Networks and Autoregressive Policy Decomposition | Sep 25, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 | 5 |
| The 5th Recognizing Families in the Wild Data Challenge: Predicting Kinship from Faces | Oct 31, 2021 | Gesture RecognitionKinship Verification | CodeCode Available | 1 | 5 |
