| Re-Mix: Optimizing Data Mixtures for Large Scale Imitation Learning | Aug 26, 2024 | Imitation LearningRobot Manipulation | CodeCode Available | 1 |
| Nemesis: Normalizing the Soft-prompt Vectors of Vision-Language Models | Aug 26, 2024 | Language Modelling | CodeCode Available | 1 |
| Uncovering Knowledge Gaps in Radiology Report Generation Models through Knowledge Graphs | Aug 26, 2024 | Knowledge Graphs | CodeCode Available | 1 |
| SelEx: Self-Expertise in Fine-Grained Generalized Category Discovery | Aug 26, 2024 | Contrastive Learning | CodeCode Available | 1 |
| I2EBench: A Comprehensive Benchmark for Instruction-based Image Editing | Aug 26, 2024 | | CodeCode Available | 1 |
| DIAGen: Diverse Image Augmentation with Generative Models | Aug 26, 2024 | Data AugmentationGeneral Knowledge | CodeCode Available | 1 |
| LSM-YOLO: A Compact and Effective ROI Detector for Medical Detection | Aug 26, 2024 | Blood Cell DetectionCell Detection | CodeCode Available | 1 |
| General targeted machine learning for modern causal mediation analysis | Aug 26, 2024 | Causal Inference | CodeCode Available | 1 |
| Automated Machine Learning in Insurance | Aug 26, 2024 | AutoMLHyperparameter Optimization | CodeCode Available | 1 |
| PHEVA: A Privacy-preserving Human-centric Video Anomaly Detection Dataset | Aug 26, 2024 | Anomaly DetectionContinual Learning | CodeCode Available | 1 |
| An Embedding is Worth a Thousand Noisy Labels | Aug 26, 2024 | Dimensionality ReductionSupervised dimensionality reduction | CodeCode Available | 1 |
| Efficient fine-tuning of 37-level GraphCast with the Canadian global deterministic analysis | Aug 26, 2024 | GPU | CodeCode Available | 1 |
| Revisiting Image Captioning Training Paradigm via Direct CLIP-based Optimization | Aug 26, 2024 | DescriptiveImage Captioning | CodeCode Available | 1 |
| Affine steerers for structured keypoint description | Aug 26, 2024 | | CodeCode Available | 1 |
| Text3DAug -- Prompted Instance Augmentation for LiDAR Perception | Aug 26, 2024 | DiversityNovel Class Discovery | CodeCode Available | 1 |
| 1-Bit FQT: Pushing the Limit of Fully Quantized Training to 1-bit | Aug 26, 2024 | Quantization | CodeCode Available | 1 |
| AgentMove: Predicting Human Mobility Anywhere Using Large Language Model based Agentic Framework | Aug 26, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Spoken-Term Discovery using Discrete Speech Units | Aug 26, 2024 | | CodeCode Available | 1 |
| MSFMamba: Multi-Scale Feature Fusion State Space Model for Multi-Source Remote Sensing Image Classification | Aug 26, 2024 | Computational Efficiencyimage-classification | CodeCode Available | 1 |
| SONICS: Synthetic Or Not -- Identifying Counterfeit Songs | Aug 26, 2024 | Audio Deepfake DetectionDeepFake Detection | CodeCode Available | 1 |
| DynaSurfGS: Dynamic Surface Reconstruction with Planar-based Gaussian Splatting | Aug 26, 2024 | Surface Reconstruction | CodeCode Available | 1 |
| A Lightweight Insulator Defect Detection Model Based on Drone Images | Aug 26, 2024 | Defect DetectionInsulator Defect Detection | CodeCode Available | 1 |
| CURE4Rec: A Benchmark for Recommendation Unlearning with Deeper Influence | Aug 26, 2024 | FairnessMachine Unlearning | CodeCode Available | 1 |
| GenFormer -- Generated Images are All You Need to Improve Robustness of Transformers on Small Datasets | Aug 26, 2024 | AllData Augmentation | CodeCode Available | 1 |
| LSR-IGRU: Stock Trend Prediction Based on Long Short-Term Relationships and Improved GRU | Aug 26, 2024 | Algorithmic TradingStock Price Prediction | CodeCode Available | 1 |
| LoG-VMamba: Local-Global Vision Mamba for Medical Image Segmentation | Aug 26, 2024 | Image SegmentationMamba | CodeCode Available | 1 |
| Cascaded Temporal Updating Network for Efficient Video Super-Resolution | Aug 26, 2024 | Super-ResolutionVideo Reconstruction | CodeCode Available | 1 |
| ConVis: Contrastive Decoding with Hallucination Visualization for Mitigating Hallucinations in Multimodal Large Language Models | Aug 25, 2024 | Hallucination | CodeCode Available | 1 |
| Towards Completeness: A Generalizable Action Proposal Generator for Zero-Shot Temporal Action Localization | Aug 25, 2024 | Action LocalizationTemporal Action Localization | CodeCode Available | 1 |
| CF-KAN: Kolmogorov-Arnold Network-based Collaborative Filtering to Mitigate Catastrophic Forgetting in Recommender Systems | Aug 25, 2024 | Collaborative FilteringContinual Learning | CodeCode Available | 1 |
| LexBoost: Improving Lexical Document Retrieval with Nearest Neighbors | Aug 25, 2024 | Re-RankingRetrieval | CodeCode Available | 1 |
| Capturing Homogeneous Influence among Students: Hypergraph Cognitive Diagnosis for Intelligent Education Systems | Aug 25, 2024 | cognitive diagnosis | CodeCode Available | 1 |
| Time Series Analysis for Education: Methods, Applications, and Future Directions | Aug 25, 2024 | Anomaly DetectionTime Series | CodeCode Available | 1 |
| InSpaceType: Dataset and Benchmark for Reconsidering Cross-Space Type Performance in Indoor Monocular Depth | Aug 25, 2024 | Depth EstimationIndoor Monocular Depth Estimation | CodeCode Available | 1 |
| Guardians of the Machine Translation Meta-Evaluation: Sentinel Metrics Fall In! | Aug 25, 2024 | FairnessMachine Translation | CodeCode Available | 1 |
| Item-Difficulty-Aware Learning Path Recommendation: From a Real Walking Perspective | Aug 24, 2024 | Hierarchical Reinforcement Learning | CodeCode Available | 1 |
| Control-Informed Reinforcement Learning for Chemical Processes | Aug 24, 2024 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| HRGraph: Leveraging LLMs for HR Data Knowledge Graphs with Information Propagation-based Job Recommendation | Aug 24, 2024 | Knowledge Graphs | CodeCode Available | 1 |
| Symbolic Working Memory Enhances Language Models for Complex Rule Application | Aug 24, 2024 | | CodeCode Available | 1 |
| Balancing Diversity and Risk in LLM Sampling: How to Select Your Method and Parameter for Open-Ended Text Generation | Aug 24, 2024 | DiversitySentence | CodeCode Available | 1 |
| Localize-and-Stitch: Efficient Model Merging via Sparse Task Arithmetic | Aug 24, 2024 | Model CompressionTask Arithmetic | CodeCode Available | 1 |
| Procedural Synthesis of Synthesizable Molecules | Aug 24, 2024 | Evolutionary AlgorithmsProgram Synthesis | CodeCode Available | 1 |
| Variational Autoencoder for Anomaly Detection: A Comparative Study | Aug 24, 2024 | Anomaly DetectionBenchmarking | CodeCode Available | 1 |
| Rethinking Video Deblurring with Wavelet-Aware Dynamic Transformer and Diffusion Model | Aug 24, 2024 | DeblurringVideo Deblurring | CodeCode Available | 1 |
| ReactZyme: A Benchmark for Enzyme-Reaction Prediction | Aug 24, 2024 | Prediction | CodeCode Available | 1 |
| Online Continuous Generalized Category Discovery | Aug 24, 2024 | Continual Learning | CodeCode Available | 1 |
| ParGo: Bridging Vision-Language with Partial and Global Views | Aug 23, 2024 | MME | CodeCode Available | 1 |
| Functional Tensor Decompositions for Physics-Informed Neural Networks | Aug 23, 2024 | Tensor Decomposition | CodeCode Available | 1 |
| S4D: Streaming 4D Real-World Reconstruction with Gaussians and 3D Control Points | Aug 23, 2024 | 3D Reconstruction4D reconstruction | CodeCode Available | 1 |
| VFM-Det: Towards High-Performance Vehicle Detection via Large Foundation Models | Aug 23, 2024 | Contrastive LearningLanguage Modelling | CodeCode Available | 1 |