| VideoINR: Learning Video Implicit Neural Representation for Continuous Space-Time Super-Resolution | Jun 9, 2022 | Space-time Video Super-resolutionSuper-Resolution | CodeCode Available | 2 |
| Xplique: A Deep Learning Explainability Toolbox | Jun 9, 2022 | Deep LearningExplainable artificial intelligence | CodeCode Available | 2 |
| Uni-Perceiver-MoE: Learning Sparse Generalist Models with Conditional MoEs | Jun 9, 2022 | Image CaptioningImage Classification | CodeCode Available | 2 |
| Coswara: A website application enabling COVID-19 screening by analysing respiratory sound samples and health symptoms | Jun 9, 2022 | COVID-19 Diagnosis | CodeCode Available | 2 |
| Towards Layer-wise Image Vectorization | Jun 9, 2022 | | CodeCode Available | 2 |
| Challenges and Opportunities in Offline Reinforcement Learning from Visual Observations | Jun 9, 2022 | Benchmarkingcontinuous-control | CodeCode Available | 2 |
| MobileOne: An Improved One millisecond Mobile Backbone | Jun 8, 2022 | Efficient Neural NetworkGaze Estimation | CodeCode Available | 2 |
| A Unified Model for Multi-class Anomaly Detection | Jun 8, 2022 | Anomaly DetectionAnomaly Localization | CodeCode Available | 2 |
| Receding Moving Object Segmentation in 3D LiDAR Data Using Sparse 4D Convolutions | Jun 8, 2022 | Autonomous VehiclesNavigate | CodeCode Available | 2 |
| SCAMPS: Synthetics for Camera Measurement of Physiological Signals | Jun 8, 2022 | DescriptiveDiversity | CodeCode Available | 2 |
| Shape, Light, and Material Decomposition from Images using Monte Carlo Rendering and Denoising | Jun 7, 2022 | 3D ReconstructionDenoising | CodeCode Available | 2 |
| Generating Long Videos of Dynamic Scenes | Jun 7, 2022 | MORPHVideo Generation | CodeCode Available | 2 |
| Revealing Single Frame Bias for Video-and-Language Learning | Jun 7, 2022 | Action RecognitionFine-grained Action Recognition | CodeCode Available | 2 |
| Tutel: Adaptive Mixture-of-Experts at Scale | Jun 7, 2022 | Mixture-of-ExpertsObject Detection | CodeCode Available | 2 |
| Scaling Vision Transformers to Gigapixel Images via Hierarchical Self-Supervised Learning | Jun 6, 2022 | Self-Supervised LearningSurvival Prediction | CodeCode Available | 2 |
| VPIT: Real-time Embedded Single Object 3D Tracking Using Voxel Pseudo Images | Jun 6, 2022 | 3D Single Object TrackingObject | CodeCode Available | 2 |
| Neuro-Nav: A Library for Neurally-Plausible Reinforcement Learning | Jun 6, 2022 | Decision Makingreinforcement-learning | CodeCode Available | 2 |
| Slim-neck by GSConv: A lightweight-design for real-time detector architectures | Jun 6, 2022 | Autonomous VehiclesEdge-computing | CodeCode Available | 2 |
| Blended Latent Diffusion | Jun 6, 2022 | Image GenerationImage Inpainting | CodeCode Available | 2 |
| Offline RL for Natural Language Generation with Implicit Language Q Learning | Jun 5, 2022 | Language ModellingOffline RL | CodeCode Available | 2 |
| Diffusion-GAN: Training GANs with Diffusion | Jun 5, 2022 | Image Generation | CodeCode Available | 2 |
| PIDNet: A Real-time Semantic Segmentation Network Inspired by PID Controllers | Jun 4, 2022 | Real-Time Semantic SegmentationSemantic Segmentation | CodeCode Available | 2 |
| Actuarial Applications of Natural Language Processing Using Transformers: Case Studies for Using Text Features in an Actuarial Context | Jun 4, 2022 | Transfer Learning | CodeCode Available | 2 |
| ZeroQuant: Efficient and Affordable Post-Training Quantization for Large-Scale Transformers | Jun 4, 2022 | Knowledge DistillationQuantization | CodeCode Available | 2 |
| Infinite Recommendation Networks: A Data-Centric Approach | Jun 3, 2022 | Information RetrievalRecommendation Systems | CodeCode Available | 2 |
| SNAKE: Shape-aware Neural 3D Keypoint Field | Jun 3, 2022 | Keypoint Detection | CodeCode Available | 2 |
| Compositional Visual Generation with Composable Diffusion Models | Jun 3, 2022 | Sentence | CodeCode Available | 2 |
| Egocentric Video-Language Pretraining | Jun 3, 2022 | Action RecognitionContrastive Learning | CodeCode Available | 2 |
| What Are Expected Queries in End-to-End Object Detection? | Jun 2, 2022 | Instance Segmentationobject-detection | CodeCode Available | 2 |
| Improving Diffusion Models for Inverse Problems using Manifold Constraints | Jun 2, 2022 | ColorizationImage Inpainting | CodeCode Available | 2 |
| Squeezeformer: An Efficient Transformer for Automatic Speech Recognition | Jun 2, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 2 |
| Multimodality for NLP-Centered Applications: Resources, Advances and Frontiers | Jun 1, 2022 | SurveyText Generation | CodeCode Available | 2 |
| Topological Deep Learning: Going Beyond Graph Data | Jun 1, 2022 | Deep LearningGraph Learning | CodeCode Available | 2 |
| Unifying Voxel-based Representation with Transformer for 3D Object Detection | Jun 1, 2022 | 3D Object DetectionDecoder | CodeCode Available | 2 |
| OmniXAI: A Library for Explainable AI | Jun 1, 2022 | counterfactualCounterfactual Explanation | CodeCode Available | 2 |
| Delivering Document Conversion as a Cloud Service with High Throughput and Responsiveness | Jun 1, 2022 | CPUdocument understanding | CodeCode Available | 2 |
| JGLUE: Japanese General Language Understanding Evaluation | Jun 1, 2022 | FLUENatural Language Understanding | CodeCode Available | 2 |
| Cross-lingual and Multilingual CLIP | Jun 1, 2022 | Contrastive LearningImage-text Retrieval | CodeCode Available | 2 |
| Hopular: Modern Hopfield Networks for Tabular Data | Jun 1, 2022 | Deep LearningGeneral Classification | CodeCode Available | 2 |
| MonoSDF: Exploring Monocular Geometric Cues for Neural Implicit Surface Reconstruction | Jun 1, 2022 | 3D ReconstructionMulti-View 3D Reconstruction | CodeCode Available | 2 |
| Torsional Diffusion for Molecular Conformer Generation | Jun 1, 2022 | BIG-bench Machine LearningComputational chemistry | CodeCode Available | 2 |
| Rethinking Graph Neural Networks for Anomaly Detection | May 31, 2022 | Anomaly DetectionGraph Anomaly Detection | CodeCode Available | 2 |
| IDE-3D: Interactive Disentangled Editing for High-Resolution 3D-aware Portrait Synthesis | May 31, 2022 | 3D-Aware Image SynthesisImage Generation | CodeCode Available | 2 |
| Text2Human: Text-Driven Controllable Human Image Generation | May 31, 2022 | DiversityHuman Parsing | CodeCode Available | 2 |
| Human-AI Shared Control via Policy Dissection | May 31, 2022 | Autonomous DrivingReinforcement Learning (RL) | CodeCode Available | 2 |
| The CLRS Algorithmic Reasoning Benchmark | May 31, 2022 | Learning to Execute | CodeCode Available | 2 |
| MACE: An Efficient Model-Agnostic Framework for Counterfactual Explanation | May 31, 2022 | BIG-bench Machine Learningcounterfactual | CodeCode Available | 2 |
| Improved Vector Quantized Diffusion Models | May 31, 2022 | DenoisingImage Generation | CodeCode Available | 2 |
| Geo-Neus: Geometry-Consistent Neural Implicit Surfaces Learning for Multi-view Reconstruction | May 31, 2022 | Surface Reconstruction | CodeCode Available | 2 |
| Investigating the Role of Image Retrieval for Visual Localization -- An exhaustive benchmark | May 31, 2022 | Autonomous DrivingCamera Pose Estimation | CodeCode Available | 2 |