| MPrompt: Exploring Multi-level Prompt Tuning for Machine Reading Comprehension | Oct 27, 2023 | Machine Reading ComprehensionReading Comprehension | CodeCode Available | 1 |
| VanillaKD: Revisit the Power of Vanilla Knowledge Distillation from Small Scale to Large Scale | May 25, 2023 | Data AugmentationKnowledge Distillation | CodeCode Available | 1 |
| Uni3DETR: Unified 3D Detection Transformer | Oct 9, 2023 | 3D Object Detection | CodeCode Available | 1 |
| Learning the Dynamics of Physical Systems from Sparse Observations with Finite Element Networks | Mar 16, 2022 | Graph Neural NetworkInterpretability Techniques for Deep Learning | CodeCode Available | 1 |
| EDOLAB: An Open-Source Platform for Education and Experimentation with Evolutionary Dynamic Optimization Algorithms | Aug 24, 2023 | | CodeCode Available | 1 |
| Dual networks based 3D Multi-Person Pose Estimation from Monocular Video | May 2, 2022 | 3D Human Pose Estimation3D Multi-Person Pose Estimation | CodeCode Available | 1 |
| Hybrid intelligence for dynamic job-shop scheduling with deep reinforcement learning and attention mechanism | Jan 3, 2022 | Deep Reinforcement LearningGraph Representation Learning | CodeCode Available | 1 |
| Does CLIP's Generalization Performance Mainly Stem from High Train-Test Similarity? | Oct 14, 2023 | AttributeOut-of-Distribution Generalization | CodeCode Available | 1 |
| The Complexity Dynamics of Grokking | Dec 13, 2024 | Generalization BoundsMemorization | CodeCode Available | 1 |
| SAFE: Slow and Fast Parameter-Efficient Tuning for Continual Learning with Pre-Trained Models | Nov 4, 2024 | Continual LearningGeneral Knowledge | CodeCode Available | 1 |
| The Delta Learning Hypothesis: Preference Tuning on Weak Data can Yield Strong Gains | Jul 8, 2025 | MathMMLU | CodeCode Available | 1 |
| VidCapBench: A Comprehensive Benchmark of Video Captioning for Controllable Text-to-Video Generation | Feb 18, 2025 | Text-to-Video GenerationVideo Captioning | CodeCode Available | 1 |
| Stochastic Gradient Descent for Gaussian Processes Done Right | Oct 31, 2023 | Bayesian OptimisationGaussian Processes | CodeCode Available | 1 |
| Multi-Scale Heterogeneity-Aware Hypergraph Representation for Histopathology Whole Slide Images | Apr 30, 2024 | Multiple Instance LearningSurvival Prediction | CodeCode Available | 1 |
| nanoLM: an Affordable LLM Pre-training Benchmark via Accurate Loss Prediction across Scales | Apr 14, 2023 | | CodeCode Available | 1 |
| DiffusionRegPose: Enhancing Multi-Person Pose Estimation using a Diffusion-Based End-to-End Regression Approach | Jan 1, 2024 | Multi-Person Pose EstimationPose Estimation | CodeCode Available | 1 |
| BioT5: Enriching Cross-modal Integration in Biology with Chemical Knowledge and Natural Language Associations | Oct 11, 2023 | Drug DiscoveryMolecule Captioning | CodeCode Available | 1 |
| Multimodal Transformer Using Cross-Channel attention for Object Detection in Remote Sensing Images | Oct 21, 2023 | Earth ObservationObject | CodeCode Available | 1 |
| PDL: Regularizing Multiple Instance Learning with Progressive Dropout Layers | Aug 19, 2023 | Multiple Instance LearningWeakly Supervised Classification | CodeCode Available | 1 |
| Tent: Fully Test-time Adaptation by Entropy Minimization | Jun 18, 2020 | Domain AdaptationGeneral Classification | CodeCode Available | 1 |
| ERX: A Fast Real-Time Anomaly Detection Algorithm for Hyperspectral Line Scanning | Aug 27, 2024 | Anomaly DetectionCPU | CodeCode Available | 1 |
| Retrieved Sequence Augmentation for Protein Representation Learning | Feb 24, 2023 | PredictionProperty Prediction | CodeCode Available | 1 |
| ARAI-MVSNet: A multi-view stereo depth estimation network with adaptive depth range and depth interval | Aug 17, 2023 | Depth EstimationStereo Depth Estimation | CodeCode Available | 1 |
| Learning Heavily-Degraded Prior for Underwater Object Detection | Aug 24, 2023 | Objectobject-detection | CodeCode Available | 1 |
| Binning as a Pretext Task: Improving Self-Supervised Learning in Tabular Domains | May 13, 2024 | Inductive BiasRepresentation Learning | CodeCode Available | 1 |
| Latent Space Super-Resolution for Higher-Resolution Image Generation with Diffusion Models | Mar 24, 2025 | Image GenerationSuper-Resolution | CodeCode Available | 1 |
| DiGS: Divergence Guided Shape Implicit Neural Representation for Unoriented Point Clouds | Jan 1, 2022 | Representation LearningSurface Reconstruction | CodeCode Available | 1 |
| Topological Singularity Detection at Multiple Scales | Sep 30, 2022 | | CodeCode Available | 1 |
| Semantic-aware Generation of Multi-view Portrait Drawings | May 4, 2023 | 3D-Aware Image SynthesisData Augmentation | CodeCode Available | 1 |
| Fixing Data Augmentation to Improve Adversarial Robustness | Mar 2, 2021 | Adversarial RobustnessData Augmentation | CodeCode Available | 1 |
| Learning Granularity-Unified Representations for Text-to-Image Person Re-identification | Jul 16, 2022 | Person Re-IdentificationText based Person Retrieval | CodeCode Available | 1 |
| Supported Policy Optimization for Offline Reinforcement Learning | Feb 13, 2022 | Offline RLreinforcement-learning | CodeCode Available | 1 |
| Denoising and Prompt-Tuning for Multi-Behavior Recommendation | Feb 12, 2023 | Collaborative FilteringDenoising | CodeCode Available | 1 |
| Multimodal Motion Conditioned Diffusion Model for Skeleton-based Video Anomaly Detection | Jul 14, 2023 | 2D Human Pose EstimationAnomaly Detection | CodeCode Available | 1 |
| Comparative Evaluation of 3D Reconstruction Methods for Object Pose Estimation | Aug 15, 2024 | 3D ReconstructionObject | CodeCode Available | 1 |
| Monge-Ampere Regularization for Learning Arbitrary Shapes from Point Clouds | Oct 24, 2024 | | CodeCode Available | 1 |
| Heterogeneous Unmanned Aerial Vehicles Cooperative Search Approach for Complex Environments | May 13, 2023 | Collision AvoidanceDecision Making | CodeCode Available | 1 |
| KGP: An R Package with Metadata from the 1000 Genomes Project | Oct 2, 2022 | | CodeCode Available | 1 |
| Decomposed Mutual Information Optimization for Generalized Context in Meta-Reinforcement Learning | Oct 9, 2022 | Decision MakingMeta Reinforcement Learning | CodeCode Available | 1 |
| Fast MSER | Jun 1, 2020 | | CodeCode Available | 1 |
| Robust photon-efficient imaging using a pixel-wise residual shrinkage network | Jan 5, 2022 | Depth Estimation | CodeCode Available | 1 |
| NeuralGF: Unsupervised Point Normal Estimation by Learning Neural Gradient Function | Nov 1, 2023 | 3D geometry | CodeCode Available | 1 |
| BattleAgent: Multi-modal Dynamic Emulation on Historical Battles to Complement Historical Analysis | Apr 23, 2024 | Decision MakingLanguage Modelling | CodeCode Available | 1 |
| Universal Online Temporal Calibration for Optimization-based Visual-Inertial Navigation Systems | Jan 3, 2025 | Motion Estimation | CodeCode Available | 1 |
| LexMAE: Lexicon-Bottlenecked Pretraining for Large-Scale Retrieval | Aug 31, 2022 | CPUDecoder | CodeCode Available | 1 |
| EvUnroll: Neuromorphic Events Based Rolling Shutter Image Correction | Jan 1, 2022 | | CodeCode Available | 1 |
| Learning Sub-Pixel Disparity Distribution for Light Field Depth Estimation | Aug 20, 2022 | Depth Estimation | CodeCode Available | 1 |
| CiT-Net: Convolutional Neural Networks Hand in Hand with Vision Transformers for Medical Image Segmentation | Jun 6, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| WAVPROMPT: Towards Few-Shot Spoken Language Understanding with Frozen Language Models | Mar 29, 2022 | Few-Shot LearningLanguage Modeling | CodeCode Available | 1 |
| Principal Neighbourhood Aggregation for Graph Nets | Apr 12, 2020 | Graph ClassificationGraph Regression | CodeCode Available | 1 |