| Caution for the Environment: Multimodal Agents are Susceptible to Environmental Distractions | Aug 5, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| On the Resilience of LLM-Based Multi-Agent Collaboration with Faulty Agents | Aug 2, 2024 | Code GenerationLarge Language Model | CodeCode Available | 1 |
| AgentGen: Enhancing Planning Abilities for Large Language Model based Agent via Environment and Task Generation | Aug 1, 2024 | DiversityLanguage Modeling | CodeCode Available | 1 |
| Fuzz-Testing Meets LLM-Based Agents: An Automated and Efficient Framework for Jailbreaking Text-To-Image Generation Models | Aug 1, 2024 | Image GenerationIn-Context Learning | CodeCode Available | 1 |
| LADDER: Language Driven Slice Discovery and Error Rectification | Jul 31, 2024 | AttributeClustering | CodeCode Available | 1 |
| CLEFT: Language-Image Contrastive Learning with Efficient Large Language Model and Prompt Fine-Tuning | Jul 30, 2024 | Contrastive LearningDiagnostic | CodeCode Available | 1 |
| Wonderful Team: Zero-Shot Physical Task Planning with Visual LLMs | Jul 26, 2024 | Action GenerationLarge Language Model | CodeCode Available | 1 |
| Cost-effective Instruction Learning for Pathology Vision and Language Analysis | Jul 25, 2024 | Few-Shot LearningLanguage Modelling | CodeCode Available | 1 |
| INF-LLaVA: Dual-perspective Perception for High-Resolution Multimodal Large Language Model | Jul 23, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| LLaST: Improved End-to-end Speech Translation System Leveraged by Large Language Models | Jul 22, 2024 | Data AugmentationLanguage Modeling | CodeCode Available | 1 |
| DStruct2Design: Data and Benchmarks for Data Structure Driven Generative Floor Plan Design | Jul 22, 2024 | Image GenerationLanguage Modelling | CodeCode Available | 1 |
| ViLLa: Video Reasoning Segmentation with Large Language Model | Jul 18, 2024 | Image SegmentationLanguage Modeling | CodeCode Available | 1 |
| EarthMarker: A Visual Prompting Multi-modal Large Language Model for Remote Sensing | Jul 18, 2024 | Instruction FollowingLanguage Modeling | CodeCode Available | 1 |
| InvAgent: A Large Language Model based Multi-Agent System for Inventory Management in Supply Chains | Jul 16, 2024 | Decision MakingLanguage Modeling | CodeCode Available | 1 |
| On Large Language Model Continual Unlearning | Jul 14, 2024 | DisentanglementLanguage Modeling | CodeCode Available | 1 |
| Global-Local Collaborative Inference with LLM for Lidar-Based Open-Vocabulary Detection | Jul 12, 2024 | Collaborative InferenceLanguage Modelling | CodeCode Available | 1 |
| Incorporating Large Language Models into Production Systems for Enhanced Task Automation and Flexibility | Jul 11, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Hypergraph Multi-modal Large Language Model: Exploiting EEG and Eye-tracking Modalities to Evaluate Heterogeneous Responses for Video Understanding | Jul 11, 2024 | EEGLanguage Modeling | CodeCode Available | 1 |
| DebUnc: Improving Large Language Model Agent Communication With Uncertainty Metrics | Jul 8, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Open-world Multi-label Text Classification with Extremely Weak Supervision | Jul 8, 2024 | Keyword ExtractionLanguage Modelling | CodeCode Available | 1 |
| Large language models are good medical coders, if provided with tools | Jul 6, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Me, Myself, and AI: The Situational Awareness Dataset (SAD) for LLMs | Jul 5, 2024 | General KnowledgeInstruction Following | CodeCode Available | 1 |
| SpikeLLM: Scaling up Spiking Neural Network to Large Language Models via Saliency-based Spiking | Jul 5, 2024 | Language ModellingLarge Language Model | CodeCode Available | 1 |
| Crafting Large Language Models for Enhanced Interpretability | Jul 5, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| WildDESED: An LLM-Powered Dataset for Wild Domestic Environment Sound Event Detection System | Jul 4, 2024 | Event DetectionLanguage Modeling | CodeCode Available | 1 |
