| Aligning Modalities in Vision Large Language Models via Preference Fine-tuning | Feb 18, 2024 | HallucinationInstruction Following | CodeCode Available | 2 |
| MatPlotAgent: Method and Evaluation for LLM-Based Agentic Scientific Data Visualization | Feb 18, 2024 | Code GenerationData Visualization | CodeCode Available | 2 |
| Continual Learning on Graphs: Challenges, Solutions, and Opportunities | Feb 18, 2024 | Continual LearningGraph Learning | CodeCode Available | 2 |
| Revisiting Zeroth-Order Optimization for Memory-Efficient LLM Fine-Tuning: A Benchmark | Feb 18, 2024 | Benchmarking | CodeCode Available | 2 |
| Momentor: Advancing Video Large Language Model with Fine-Grained Temporal Reasoning | Feb 18, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| MultiCorrupt: A Multi-Modal Robustness Dataset and Benchmark of LiDAR-Camera Fusion for 3D Object Detection | Feb 18, 2024 | 3D Object DetectionDataset Generation | CodeCode Available | 2 |
| 3D Point Cloud Compression with Recurrent Neural Network and Image Compression Methods | Feb 18, 2024 | Data CompressionImage Compression | CodeCode Available | 2 |
| Combinatorial Client-Master Multiagent Deep Reinforcement Learning for Task Offloading in Mobile Edge Computing | Feb 18, 2024 | Deep Reinforcement LearningEdge-computing | CodeCode Available | 2 |
| Neighborhood-Enhanced Supervised Contrastive Learning for Collaborative Filtering | Feb 18, 2024 | Collaborative FilteringContrastive Learning | CodeCode Available | 2 |
| Watch Out for Your Agents! Investigating Backdoor Threats to LLM-Based Agents | Feb 17, 2024 | Backdoor Attackbackdoor defense | CodeCode Available | 2 |
| CoLLaVO: Crayon Large Language and Vision mOdel | Feb 17, 2024 | Large Language Modelmodel | CodeCode Available | 2 |
| Optimizing tiny colorless feedback delay networks | Feb 17, 2024 | | CodeCode Available | 2 |
| EEG2Rep: Enhancing Self-supervised EEG Representation Through Informative Masked Inputs | Feb 17, 2024 | EEGEEG Signal Classification | CodeCode Available | 2 |
| PEDANTS: Cheap but Effective and Interpretable Answer Equivalence | Feb 17, 2024 | BenchmarkingForm | CodeCode Available | 2 |
| Beyond Generalization: A Survey of Out-Of-Distribution Adaptation on Graphs | Feb 17, 2024 | | CodeCode Available | 2 |
| Centroid-Based Efficient Minimum Bayes Risk Decoding | Feb 17, 2024 | de-enTranslation | CodeCode Available | 2 |
| An end-to-end attention-based approach for learning on graphs | Feb 16, 2024 | Graph ClassificationGraph Regression | CodeCode Available | 2 |
| RAG-Driver: Generalisable Driving Explanations with Retrieval-Augmented In-Context Learning in Multi-Modal Large Language Model | Feb 16, 2024 | Autonomous DrivingDecision Making | CodeCode Available | 2 |
| Any-Precision LLM: Low-Cost Deployment of Multiple, Different-Sized LLMs | Feb 16, 2024 | Quantization | CodeCode Available | 2 |
| When is Tree Search Useful for LLM Planning? It Depends on the Discriminator | Feb 16, 2024 | Mathematical ReasoningRe-Ranking | CodeCode Available | 2 |
| Large Language Models as Zero-shot Dialogue State Tracker through Function Calling | Feb 16, 2024 | AvgDialogue State Tracking | CodeCode Available | 2 |
| Do Llamas Work in English? On the Latent Language of Multilingual Transformers | Feb 16, 2024 | | CodeCode Available | 2 |
| Interpreting CLIP with Sparse Linear Concept Embeddings (SpLiCE) | Feb 16, 2024 | Model Editing | CodeCode Available | 2 |
| ASGEA: Exploiting Logic Rules from Align-Subgraphs for Entity Alignment | Feb 16, 2024 | Entity AlignmentGraph Neural Network | CodeCode Available | 2 |
| TimeSeriesBench: An Industrial-Grade Benchmark for Time Series Anomaly Detection Models | Feb 16, 2024 | Anomaly DetectionTime Series | CodeCode Available | 2 |
| Distillation Enhanced Generative Retrieval | Feb 16, 2024 | RetrievalText Retrieval | CodeCode Available | 2 |
| Incremental Sequence Labeling: A Tale of Two Shifts | Feb 16, 2024 | Incremental LearningKnowledge Distillation | CodeCode Available | 2 |
| Linear Transformers with Learnable Kernel Functions are Better In-Context Models | Feb 16, 2024 | In-Context LearningLanguage Modeling | CodeCode Available | 2 |
| OpenFMNav: Towards Open-Set Zero-Shot Object Navigation via Vision-Language Foundation Models | Feb 16, 2024 | Common Sense ReasoningNavigate | CodeCode Available | 2 |
| Make a Cheap Scaling: A Self-Cascade Diffusion Model for Higher-Resolution Adaptation | Feb 16, 2024 | Video Generation | CodeCode Available | 2 |
| Recovering the Pre-Fine-Tuning Weights of Generative Models | Feb 15, 2024 | Pre-Fine-Tuning Weight Recovery | CodeCode Available | 2 |
| Chain-of-Thought Reasoning Without Prompting | Feb 15, 2024 | Prompt Engineering | CodeCode Available | 2 |
| X-maps: Direct Depth Lookup for Event-based Structured Light Systems | Feb 15, 2024 | Depth EstimationDisparity Estimation | CodeCode Available | 2 |
| AI Hospital: Benchmarking Large Language Models in a Multi-agent Medical Interaction Simulator | Feb 15, 2024 | BenchmarkingDiagnostic | CodeCode Available | 2 |
| PAL: Proxy-Guided Black-Box Attack on Large Language Models | Feb 15, 2024 | | CodeCode Available | 2 |
| SAMformer: Unlocking the Potential of Transformers in Time Series Forecasting with Sharpness-Aware Minimization and Channel-Wise Attention | Feb 15, 2024 | Time SeriesTime Series Forecasting | CodeCode Available | 2 |
| ChemReasoner: Heuristic Search over a Large Language Model's Knowledge Space using Quantum-Chemical Feedback | Feb 15, 2024 | Computational chemistryGraph Neural Network | CodeCode Available | 2 |
| BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains | Feb 15, 2024 | Few-Shot LearningMedical Question Answering | CodeCode Available | 2 |
| Detecting CSV File Dialects by Table Uniformity Measurement and Data Type Inference | Feb 15, 2024 | CSV dialect detection | CodeCode Available | 2 |
| DreamMatcher: Appearance Matching Self-Attention for Semantically-Consistent Text-to-Image Personalization | Feb 15, 2024 | Denoising | CodeCode Available | 2 |
| QUICK: Quantization-aware Interleaving and Conflict-free Kernel for efficient LLM inference | Feb 15, 2024 | GPUQuantization | CodeCode Available | 2 |
| Jack of All Trades, Master of Some, a Multi-Purpose Transformer Agent | Feb 15, 2024 | AllDecision Making | CodeCode Available | 2 |
| A StrongREJECT for Empty Jailbreaks | Feb 15, 2024 | MMLU | CodeCode Available | 2 |
| MultiMedEval: A Benchmark and a Toolkit for Evaluating Medical Vision-Language Models | Feb 14, 2024 | BenchmarkingDiversity | CodeCode Available | 2 |
| PC-NeRF: Parent-Child Neural Radiance Fields Using Sparse LiDAR Frames in Autonomous Driving Environments | Feb 14, 2024 | 3D Reconstruction3D Scene Reconstruction | CodeCode Available | 2 |
| LlaSMol: Advancing Large Language Models for Chemistry with a Large-Scale, Comprehensive, High-Quality Instruction Tuning Dataset | Feb 14, 2024 | Drug Discovery | CodeCode Available | 2 |
| Get More with LESS: Synthesizing Recurrence with KV Cache Compression for Efficient LLM Inference | Feb 14, 2024 | | CodeCode Available | 2 |
| Universal Machine Learning Kohn-Sham Hamiltonian for Materials | Feb 14, 2024 | | CodeCode Available | 2 |
| Personalized Large Language Models | Feb 14, 2024 | Emotion RecognitionHate Speech Detection | CodeCode Available | 2 |
| Less is More: Fewer Interpretable Region via Submodular Subset Selection | Feb 14, 2024 | Error UnderstandingImage Attribution | CodeCode Available | 2 |