Deep Learning

HITSZ-HLT at SIGHAN-2024 dimABSA Task: Integrating BERT and LLM for Chinese Dimensional Aspect-Based Sentiment Analysis ACL 2024 Hit the Nail on the Head: Parameter-Efficient Multi-task Tuning via Human Language Intervention EMNLP 2024 HMD-Poser: On-Device Real-time Human Motion Tracking from Scalable Sparse Observations CVPR 2024 HOI-Swap: Swapping Objects in Videos with Hand-Object Interaction Awareness NeurIPS 2024 Hold Me Tight: Stable Encoder-Decoder Design for Speech Enhancement Interspeech 2024 Holistic Evaluation for Interleaved Text-and-Image Generation EMNLP 2024 Holistic Exploration on Universal Decompositional Semantic Parsing: Architecture, Data Augmentation, and LLM Paradigm ACL 2024 Holistic Features are almost Sufficient for Text-to-Video Retrieval CVPR 2024 Hollowed Net for On-Device Personalization of Text-to-Image Diffusion Models NeurIPS 2024 HOLMES: Hyper-Relational Knowledge Graphs for Multi-hop Question Answering using LLMs ACL 2024 Holographic Global Convolutional Networks for Long-Range Prediction Tasks in Malware Detection AISTATS 2024 HoloNets: Spectral Convolutions do extend to Directed Graphs ICLR 2024 Homeomorphic Projection to Ensure Neural-Network Solution Feasibility for Constrained Optimization JMLR 2024 HomoFormer: Homogenized Transformer for Image Shadow Removal CVPR 2024 Homograph Disambiguation with Text-to-Text Transfer Transformer Interspeech 2024 Homology Consistency Constrained Efficient Tuning for Vision-Language Models NeurIPS 2024 Homophily-Related: Adaptive Hybrid Graph Filter for Multi-View Graph Clustering AAAI 2024 HONGAT: Graph Attention Networks in the Presence of High-Order Neighbors AAAI 2024 Hop, skip, jump to Convergence: Dynamics of Learning Rate Transitions for Improved Training of Large Language Models EMNLP 2024 HORIZON: High-Resolution Semantically Controlled Panorama Synthesis AAAI 2024 HORSE: Hierarchical Representation for Large-Scale Neural Subset Selection NeurIPS 2024 Hot or Cold? Adaptive Temperature Sampling for Code Generation with Large Language Models AAAI 2024 HouseCat6D - A Large-Scale Multi-Modal Category Level 6D Object Perception Dataset with Household Objects in Realistic Scenarios CVPR 2024 Householder Pseudo-Rotation: A Novel Approach to Activation Editing in LLMs with Direction-Magnitude Perspective EMNLP 2024 How Abilities in Large Language Models are Affected by Supervised Fine-tuning Data Composition ACL 2024