| Towards Coherent Image Inpainting Using Denoising Diffusion Implicit Models | Apr 6, 2023 | DenoisingImage Inpainting | CodeCode Available | 1 |
| PIXEL: Physics-Informed Cell Representations for Fast and Accurate PDE Solvers | Jul 26, 2022 | | CodeCode Available | 1 |
| Pre-training and Diagnosing Knowledge Base Completion Models | Jan 27, 2024 | General KnowledgeKnowledge Base Completion | CodeCode Available | 1 |
| Learning Action Changes by Measuring Verb-Adverb Textual Relationships | Mar 27, 2023 | Video-Adverb Retrieval | CodeCode Available | 1 |
| A Conservative Approach for Unbiased Learning on Unknown Biases | Jan 1, 2022 | image-classificationImage Classification | CodeCode Available | 1 |
| PharmacoNet: Accelerating Large-Scale Virtual Screening by Deep Pharmacophore Modeling | Oct 1, 2023 | Drug DiscoveryGraph Matching | CodeCode Available | 1 |
| Lane Graph as Path: Continuity-preserving Path-wise Modeling for Online Lane Graph Construction | Mar 15, 2023 | Autonomous DrivingAutonomous Vehicles | CodeCode Available | 1 |
| Learning Deep Features for Discriminative Localization | Dec 14, 2015 | Object LocalizationWeakly-Supervised Object Localization | CodeCode Available | 1 |
| PATMAT: Person Aware Tuning of Mask-Aware Transformer for Face Inpainting | Apr 12, 2023 | Facial InpaintingImage Generation | CodeCode Available | 1 |
| BanglaBook: A Large-scale Bangla Dataset for Sentiment Analysis from Book Reviews | May 11, 2023 | Sentiment Analysis | CodeCode Available | 1 |
| Music transcription modelling and composition using deep learning | Apr 29, 2016 | Deep LearningDescriptive | CodeCode Available | 1 |
| Training on the Test Task Confounds Evaluation and Emergence | Jul 10, 2024 | BenchmarkingLanguage Modelling | CodeCode Available | 1 |
| GPT-RE: In-context Learning for Relation Extraction using Large Language Models | May 3, 2023 | In-Context LearningRelation | CodeCode Available | 1 |
| Model-based Reinforcement Learning for Parameterized Action Spaces | Apr 3, 2024 | modelModel-based Reinforcement Learning | CodeCode Available | 1 |
| Concept Bottleneck Models | Jul 9, 2020 | | CodeCode Available | 1 |
| MARVEL: Unlocking the Multi-Modal Capability of Dense Retrieval via Visual Module Plugin | Oct 21, 2023 | Language ModellingRetrieval | CodeCode Available | 1 |
| ANLS* -- A Universal Document Processing Metric for Generative Large Language Models | Feb 6, 2024 | Document Classification | CodeCode Available | 1 |
| ComposerX: Multi-Agent Symbolic Music Composition with LLMs | Apr 28, 2024 | In-Context LearningMusic Generation | CodeCode Available | 1 |
| RU-Net: Regularized Unrolling Network for Scene Graph Generation | May 3, 2022 | DenoisingDiversity | CodeCode Available | 1 |
| CAROM Air -- Vehicle Localization and Traffic Scene Reconstruction from Aerial Videos | May 31, 2023 | Autonomous Driving | CodeCode Available | 1 |
| BenchX: A Unified Benchmark Framework for Medical Vision-Language Pretraining on Chest X-Rays | Oct 29, 2024 | | CodeCode Available | 1 |
| Where and How: Mitigating Confusion in Neural Radiance Fields from Sparse Inputs | Aug 5, 2023 | AttributeNeRF | CodeCode Available | 1 |
| ChiMed-GPT: A Chinese Medical Large Language Model with Full Training Regime and Better Alignment to Human Preferences | Nov 10, 2023 | Dialogue GenerationLanguage Modeling | CodeCode Available | 1 |
| DailyDVS-200: A Comprehensive Benchmark Dataset for Event-Based Action Recognition | Jul 6, 2024 | Action Recognition | CodeCode Available | 1 |
| UniBrain: Universal Brain MRI Diagnosis with Hierarchical Knowledge-enhanced Pre-training | Sep 13, 2023 | Diagnostic | CodeCode Available | 1 |
| Fitting Segmentation Networks on Varying Image Resolutions using Splatting | Jun 13, 2022 | Image SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Spach Transformer: Spatial and Channel-wise Transformer Based on Local and Global Self-attentions for PET Image Denoising | Sep 7, 2022 | DecoderDenoising | CodeCode Available | 1 |
| Beyond Synthetic Noise: Deep Learning on Controlled Noisy Labels | Nov 21, 2019 | Deep LearningImage Classification | CodeCode Available | 1 |
| CrossBeam: Learning to Search in Bottom-Up Program Synthesis | Mar 20, 2022 | Program SynthesisStructured Prediction | CodeCode Available | 1 |
| DiTASK: Multi-Task Fine-Tuning with Diffeomorphic Transformations | Feb 9, 2025 | Multi-Task Learning | CodeCode Available | 1 |
| Proto2Proto: Can you recognize the car, the way I do? | Apr 25, 2022 | Knowledge Distillation | CodeCode Available | 1 |
| Cross-Modal Adapter for Text-Video Retrieval | Nov 17, 2022 | parameter-efficient fine-tuningRetrieval | CodeCode Available | 1 |
| CirT: Global Subseasonal-to-Seasonal Forecasting with Geometry-inspired Transformer | Feb 27, 2025 | Decision Making | CodeCode Available | 1 |
| Self-paced Ensemble for Highly Imbalanced Massive Data Classification | Sep 8, 2019 | ClassificationGeneral Classification | CodeCode Available | 1 |
| ToyADMOS: A Dataset of Miniature-Machine Operating Sounds for Anomalous Sound Detection | Aug 9, 2019 | Anomaly DetectionFault Diagnosis | CodeCode Available | 1 |
| K-QA: A Real-World Medical Q&A Benchmark | Jan 25, 2024 | HallucinationIn-Context Learning | CodeCode Available | 1 |
| ParGo: Bridging Vision-Language with Partial and Global Views | Aug 23, 2024 | MME | CodeCode Available | 1 |
| PairingNet: A Learning-based Pair-searching and -matching Network for Image Fragments | Dec 14, 2023 | | CodeCode Available | 1 |
| ImagenHub: Standardizing the evaluation of conditional image generation models | Oct 2, 2023 | Conditional Image GenerationImage Generation | CodeCode Available | 1 |
| Differentiable Registration of Images and LiDAR Point Clouds with VoxelPoint-to-Pixel Matching | Dec 7, 2023 | Triplet | CodeCode Available | 1 |
| SMILe: Leveraging Submodular Mutual Information For Robust Few-Shot Object Detection | Jul 2, 2024 | Few-Shot Object DetectionMetric Learning | CodeCode Available | 1 |
| VLPD: Context-Aware Pedestrian Detection via Vision-Language Semantic Self-Supervision | Apr 6, 2023 | Autonomous DrivingPedestrian Detection | CodeCode Available | 1 |
| Composer's Assistant: An Interactive Transformer for Multi-Track MIDI Infilling | Jan 29, 2023 | | CodeCode Available | 1 |
| Improving Visual Prompt Tuning for Self-supervised Vision Transformers | Jun 8, 2023 | image-classificationImage Classification | CodeCode Available | 1 |
| Prompt Candidates, then Distill: A Teacher-Student Framework for LLM-driven Data Annotation | Jun 4, 2025 | Small Language Modeltext-classification | CodeCode Available | 1 |
| CREAM: Consistency Regularized Self-Rewarding Language Models | Oct 16, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Long-Tailed Classification of Thorax Diseases on Chest X-Ray: A New Benchmark Study | Aug 29, 2022 | Classificationimage-classification | CodeCode Available | 1 |
| SSFam: Scribble Supervised Salient Object Detection Family | Sep 7, 2024 | DecoderObject | CodeCode Available | 1 |
| Out-of-Distribution Semantic Occupancy Prediction | Jun 26, 2025 | 3D Semantic Occupancy PredictionAutonomous Driving | CodeCode Available | 1 |
| Dual-Polarization Stacked Intelligent Metasurfaces for Holographic MIMO | May 27, 2025 | | CodeCode Available | 1 |