| Parametric and Multivariate Uncertainty Calibration for Regression and Object Detection | Jul 4, 2022 | object-detectionObject Detection | CodeCode Available | 2 |
| WebShop: Towards Scalable Real-World Web Interaction with Grounded Language Agents | Jul 4, 2022 | Decision MakingImitation Learning | CodeCode Available | 2 |
| I-ViT: Integer-only Quantization for Efficient Vision Transformer Inference | Jul 4, 2022 | Quantization | CodeCode Available | 2 |
| Improving Nighttime Driving-Scene Segmentation via Dual Image-adaptive Learnable Filters | Jul 4, 2022 | Autonomous DrivingScene Segmentation | CodeCode Available | 2 |
| Accurate RNA 3D structure prediction using a language model-based deep learning approach | Jul 4, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| PVO: Panoptic Visual Odometry | Jul 4, 2022 | Camera Pose EstimationOptical Flow Estimation | CodeCode Available | 2 |
| DailyTalk: Spoken Dialogue Dataset for Conversational Text-to-Speech | Jul 3, 2022 | text-to-speechText to Speech | CodeCode Available | 2 |
| SKIPP'D: a SKy Images and Photovoltaic Power Generation Dataset for Short-term Solar Forecasting | Jul 2, 2022 | | CodeCode Available | 2 |
| Unsupervised High-Resolution Portrait Gaze Correction and Animation | Jul 1, 2022 | Image InpaintingVocal Bursts Intensity Prediction | CodeCode Available | 2 |
| Chimp: Efficient Lossless Floating Point Compression for Time Series Databases | Jul 1, 2022 | AstronomyTime Series | CodeCode Available | 2 |
| DadmaTools: Natural Language Processing Toolkit for Persian Language | Jul 1, 2022 | ChunkingConstituency Parsing | CodeCode Available | 2 |
| Learning to correct spectral methods for simulating turbulent flows | Jul 1, 2022 | BIG-bench Machine Learning | CodeCode Available | 2 |
| Exploring Contrastive Learning for Multimodal Detection of Misogynistic Memes | Jul 1, 2022 | Contrastive Learning | CodeCode Available | 2 |
| AnoDDPM: Anomaly Detection With Denoising Diffusion Probabilistic Models Using Simplex Noise | Jun 30, 2022 | Anomaly DetectionDenoising | CodeCode Available | 2 |
| Neural Rendering for Stereo 3D Reconstruction of Deformable Tissues in Robotic Surgery | Jun 30, 2022 | 3D ReconstructionNeural Rendering | CodeCode Available | 2 |
| Shifts 2.0: Extending The Dataset of Real Distributional Shifts | Jun 30, 2022 | Autonomous Drivingimage-classification | CodeCode Available | 2 |
| BigBIO: A Framework for Data-Centric Biomedical Natural Language Processing | Jun 30, 2022 | DiversityLanguage Model Evaluation | CodeCode Available | 2 |
| Semantic Image Synthesis via Diffusion Models | Jun 30, 2022 | DecoderDenoising | CodeCode Available | 2 |
| On-Device Training Under 256KB Memory | Jun 30, 2022 | Lifelong learningQuantization | CodeCode Available | 2 |
| Rethinking Unsupervised Domain Adaptation for Semantic Segmentation | Jun 30, 2022 | Domain AdaptationSemantic Segmentation | CodeCode Available | 2 |
| LaserMix for Semi-Supervised LiDAR Semantic Segmentation | Jun 30, 2022 | LIDAR Semantic SegmentationSegmentation | CodeCode Available | 2 |
| Neural Surface Reconstruction of Dynamic Scenes with Monocular RGB-D Camera | Jun 30, 2022 | Dynamic Reconstructionglobal-optimization | CodeCode Available | 2 |
| LViT: Language meets Vision Transformer in Medical Image Segmentation | Jun 29, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 2 |
| Identifying and Combating Bias in Segmentation Networks by leveraging multiple resolutions | Jun 29, 2022 | | CodeCode Available | 2 |
| TweetNLP: Cutting-Edge Natural Language Processing for Social Media | Jun 29, 2022 | Language IdentificationNamed Entity Recognition | CodeCode Available | 2 |
| Solving Quantitative Reasoning Problems with Language Models | Jun 29, 2022 | Arithmetic ReasoningLanguage Modeling | CodeCode Available | 2 |
| DayDreamer: World Models for Physical Robot Learning | Jun 28, 2022 | Deep Reinforcement LearningNavigate | CodeCode Available | 2 |
| High-Resolution Virtual Try-On with Misalignment and Occlusion-Handled Conditions | Jun 28, 2022 | SegmentationVirtual Try-on | CodeCode Available | 2 |
| Discrete Morse Sandwich: Fast Computation of Persistence Diagrams for Scalar Data -- An Algorithm and A Benchmark | Jun 27, 2022 | | CodeCode Available | 2 |
| NeuRIS: Neural Reconstruction of Indoor Scenes Using Normal Priors | Jun 27, 2022 | 3D ReconstructionNeural Rendering | CodeCode Available | 2 |
| ProGen2: Exploring the Boundaries of Protein Language Models | Jun 27, 2022 | Protein Design | CodeCode Available | 2 |
| BokehMe: When Neural Rendering Meets Classical Rendering | Jun 25, 2022 | Neural Rendering | CodeCode Available | 2 |
| TEVR: Improving Speech Recognition by Token Entropy Variance Reduction | Jun 25, 2022 | Automatic Speech Recognition (ASR)Language Modeling | CodeCode Available | 2 |
| Human-in-the-Loop Large-Scale Predictive Maintenance of Workstations | Jun 23, 2022 | Active LearningScheduling | CodeCode Available | 2 |
| DDPM-CD: Denoising Diffusion Probabilistic Models as Feature Extractors for Change Detection | Jun 23, 2022 | Change DetectionDecision Making | CodeCode Available | 2 |
| pyKT: A Python Library to Benchmark Deep Learning based Knowledge Tracing Models | Jun 23, 2022 | Knowledge Tracingvalid | CodeCode Available | 2 |
| 1st Place Solutions for RxR-Habitat Vision-and-Language Navigation Competition (CVPR 2022) | Jun 23, 2022 | Data AugmentationVision and Language Navigation | CodeCode Available | 2 |
| Equiformer: Equivariant Graph Attention Transformer for 3D Atomistic Graphs | Jun 23, 2022 | Graph AttentionGraph Neural Network | CodeCode Available | 2 |
| Mining Error Templates for Grammatical Error Correction | Jun 23, 2022 | Grammatical Error CorrectionLanguage Modeling | CodeCode Available | 2 |
| The ArtBench Dataset: Benchmarking Generative Models with Artworks | Jun 22, 2022 | BenchmarkingConditional Image Generation | CodeCode Available | 2 |
| DaisyRec 2.0: Benchmarking Recommendation for Rigorous Evaluation | Jun 22, 2022 | BenchmarkingRecommendation Systems | CodeCode Available | 2 |
| SpA-Former: Transformer image shadow detection and removal via spatial attention | Jun 22, 2022 | Shadow DetectionShadow Detection And Removal | CodeCode Available | 2 |
| tntorch: Tensor Network Learning with PyTorch | Jun 22, 2022 | GPUtensor algebra | CodeCode Available | 2 |
| reStructured Pre-training | Jun 22, 2022 | | CodeCode Available | 2 |
| GODEL: Large-Scale Pre-Training for Goal-Directed Dialog | Jun 22, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| BEVDepth: Acquisition of Reliable Depth for Multi-view 3D Object Detection | Jun 21, 2022 | 3D Object DetectionDepth Estimation | CodeCode Available | 2 |
| PlanBench: An Extensible Benchmark for Evaluating Large Language Models on Planning and Reasoning about Change | Jun 21, 2022 | Common Sense ReasoningDiversity | CodeCode Available | 2 |
| Enhancing Multi-view Stereo with Contrastive Matching and Weighted Focal Loss | Jun 21, 2022 | Contrastive Learning | CodeCode Available | 2 |
| LargeKernel3D: Scaling up Kernels in 3D Sparse CNNs | Jun 21, 2022 | 3D Object DetectionObject | CodeCode Available | 2 |
| EdgeNeXt: Efficiently Amalgamated CNN-Transformer Architecture for Mobile Vision Applications | Jun 21, 2022 | Image ClassificationObject Detection | CodeCode Available | 2 |