| MetaMetrics-MT: Tuning Meta-Metrics for Machine Translation via Human Preference Calibration | Nov 1, 2024 | Bayesian OptimizationGaussian Processes | CodeCode Available | 1 |
| TaxaBind: A Unified Embedding Space for Ecological Applications | Nov 1, 2024 | Audio ClassificationCross-Modal Retrieval | CodeCode Available | 1 |
| PatternBoost: Constructions in Mathematics with a Little Help from AI | Nov 1, 2024 | | CodeCode Available | 1 |
| Rationale-Guided Retrieval Augmented Generation for Medical Question Answering | Nov 1, 2024 | Medical Question AnsweringQuestion Answering | CodeCode Available | 1 |
| A Lorentz-Equivariant Transformer for All of the LHC | Nov 1, 2024 | All | CodeCode Available | 1 |
| Automated Classification of Cell Shapes: A Comparative Evaluation of Shape Descriptors | Nov 1, 2024 | Instance SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Contrasting with Symile: Simple Model-Agnostic Representation Learning for Unlimited Modalities | Nov 1, 2024 | Contrastive LearningRepresentation Learning | CodeCode Available | 1 |
| A Survey on Bundle Recommendation: Methods, Applications, and Challenges | Nov 1, 2024 | Recommendation SystemsRepresentation Learning | CodeCode Available | 1 |
| Abstracted Shapes as Tokens -- A Generalizable and Interpretable Model for Time-series Classification | Nov 1, 2024 | QuantizationRepresentation Learning | CodeCode Available | 1 |
| Identify Backdoored Model in Federated Learning via Individual Unlearning | Nov 1, 2024 | Anomaly DetectionFederated Learning | CodeCode Available | 1 |
| Constant Acceleration Flow | Nov 1, 2024 | | CodeCode Available | 1 |
| LogiCity: Advancing Neuro-Symbolic AI with Abstract Urban Simulation | Nov 1, 2024 | Logical ReasoningSequential Decision Making | CodeCode Available | 1 |
| KAN-AD: Time Series Anomaly Detection with Kolmogorov-Arnold Networks | Nov 1, 2024 | Anomaly DetectionKolmogorov-Arnold Networks | CodeCode Available | 1 |
| Beyond Utility: Evaluating LLM as Recommender | Nov 1, 2024 | PositionRe-Ranking | CodeCode Available | 1 |
| MIRFLEX: Music Information Retrieval Feature Library for Extraction | Nov 1, 2024 | BenchmarkingInformation Retrieval | CodeCode Available | 1 |
| Nearest Neighbor Normalization Improves Multimodal Retrieval | Oct 31, 2024 | Cross-Modal RetrievalImage Captioning | CodeCode Available | 1 |
| COSNet: A Novel Semantic Segmentation Network using Enhanced Boundaries in Cluttered Scenes | Oct 31, 2024 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Pedestrian Trajectory Prediction with Missing Data: Datasets, Imputation, and Benchmarking | Oct 31, 2024 | BenchmarkingImputation | CodeCode Available | 1 |
| Scaling Up Membership Inference: When and How Attacks Succeed on Large Language Models | Oct 31, 2024 | | CodeCode Available | 1 |
| FRoundation: Are Foundation Models Ready for Face Recognition? | Oct 31, 2024 | Face Recognition | CodeCode Available | 1 |
| Instruction-Tuning Llama-3-8B Excels in City-Scale Mobility Prediction | Oct 31, 2024 | Disaster ResponseLanguage Modeling | CodeCode Available | 1 |
| EMGBench: Benchmarking Out-of-Distribution Generalization and Adaptation for Electromyography | Oct 31, 2024 | BenchmarkingElectromyography (EMG) | CodeCode Available | 1 |
| EDT: An Efficient Diffusion Transformer Framework Inspired by Human-like Sketching | Oct 31, 2024 | Image GenerationRelation | CodeCode Available | 1 |
| Enhancing Motion in Text-to-Video Generation with Decomposed Encoding and Conditioning | Oct 31, 2024 | Motion SynthesisText-to-Video Generation | CodeCode Available | 1 |
| Enhancing Chess Reinforcement Learning with Graph Representation | Oct 31, 2024 | Atari GamesGraph Attention | CodeCode Available | 1 |
| GlotCC: An Open Broad-Coverage CommonCrawl Corpus and Pipeline for Minority Languages | Oct 31, 2024 | Language Identification | CodeCode Available | 1 |
| DiffPano: Scalable and Consistent Text to Panorama Generation with Spherical Epipolar-Aware Diffusion | Oct 31, 2024 | Scene Generation | CodeCode Available | 1 |
| Constraint Back-translation Improves Complex Instruction Following of Large Language Models | Oct 31, 2024 | Instruction FollowingTranslation | CodeCode Available | 1 |
| Reinforcement Learning Gradients as Vitamin for Online Finetuning Decision Transformers | Oct 31, 2024 | reinforcement-learningReinforcement Learning | CodeCode Available | 1 |
| Graph Learning for Numeric Planning | Oct 31, 2024 | Graph LearningInterpretable Machine Learning | CodeCode Available | 1 |
| Self-Ensembling Gaussian Splatting for Few-Shot Novel View Synthesis | Oct 31, 2024 | 3DGSNovel View Synthesis | CodeCode Available | 1 |
| Muscles in Time: Learning to Understand Human Motion by Simulating Muscle Activations | Oct 31, 2024 | | CodeCode Available | 1 |
| Automatically Learning Hybrid Digital Twins of Dynamical Systems | Oct 31, 2024 | | CodeCode Available | 1 |
| Local Superior Soups: A Catalyst for Model Merging in Cross-Silo Federated Learning | Oct 31, 2024 | Federated Learning | CodeCode Available | 1 |
| RAGraph: A General Retrieval-Augmented Graph Learning Framework | Oct 31, 2024 | Graph ClassificationGraph Learning | CodeCode Available | 1 |
| PSL: Rethinking and Improving Softmax Loss from Pairwise Perspective for Recommendation | Oct 31, 2024 | Recommendation Systems | CodeCode Available | 1 |
| Can Language Models Perform Robust Reasoning in Chain-of-thought Prompting with Noisy Rationales? | Oct 31, 2024 | DenoisingIn-Context Learning | CodeCode Available | 1 |
| BitStack: Any-Size Compression of Large Language Models in Variable Memory Environments | Oct 31, 2024 | Quantization | CodeCode Available | 1 |
| Text-DiFuse: An Interactive Multi-Modal Image Fusion Framework based on Text-modulated Diffusion Model | Oct 31, 2024 | Semantic SegmentationSpecificity | CodeCode Available | 1 |
| EZ-HOI: VLM Adaptation via Guided Prompt Learning for Zero-Shot HOI Detection | Oct 31, 2024 | Human-Object Interaction DetectionLarge Language Model | CodeCode Available | 1 |
| SeafloorAI: A Large-scale Vision-Language Dataset for Seafloor Geological Survey | Oct 31, 2024 | | CodeCode Available | 1 |
| Prospective Learning: Learning for a Dynamic Future | Oct 31, 2024 | PAC learning | CodeCode Available | 1 |
| MLLA-UNet: Mamba-like Linear Attention in an Efficient U-Shape Model for Medical Image Segmentation | Oct 31, 2024 | Image SegmentationMamba | CodeCode Available | 1 |
| AllClear: A Comprehensive Dataset and Benchmark for Cloud Removal in Satellite Imagery | Oct 31, 2024 | BenchmarkingCloud Removal | CodeCode Available | 1 |
| LLaMo: Large Language Model-based Molecular Graph Assistant | Oct 31, 2024 | Instruction FollowingIUPAC Name Prediction | CodeCode Available | 1 |
| AlphaTrans: A Neuro-Symbolic Compositional Approach for Repository-Level Code Translation and Validation | Oct 31, 2024 | Code TranslationTranslation | CodeCode Available | 1 |
| Understanding Generalizability of Diffusion Models Requires Rethinking the Hidden Gaussian Structure | Oct 31, 2024 | Inductive BiasMemorization | CodeCode Available | 1 |
| Zonal RL-RRT: Integrated RL-RRT Path Planning with Collision Probability and Zone Connectivity | Oct 31, 2024 | MuJoCoQ-Learning | CodeCode Available | 1 |
| SambaMixer: State of Health Prediction of Li-ion Batteries using Mamba State Space Models | Oct 31, 2024 | Li-ion State of Health EstimationMamba | CodeCode Available | 1 |
| Show Me What and Where has Changed? Question Answering and Grounding for Remote Sensing Change Detection | Oct 31, 2024 | Change DetectionQuestion Answering | CodeCode Available | 1 |