Representation Learning

Towards Generative Abstract Reasoning: Completing Raven’s Progressive Matrix via Rule Abstraction and Selection ICLR 2024 Towards Global Optimal Visual In-Context Learning Prompt Selection NeurIPS 2024 Towards Graph-hop Retrieval and Reasoning in Complex Question Answering over Textual Database COLING 2024 Towards Human-like Learning from Relational Structured Data AAAI 2024 Towards Interpretable Hate Speech Detection using Large Language Model-extracted Rationales NAACL 2024 Towards Large-scale 3D Representation Learning with Multi-dataset Point Prompt Training CVPR 2024 Towards Learning a Generalist Model for Embodied Navigation CVPR 2024 Towards Lossless Dataset Distillation via Difficulty-Aligned Trajectory Matching ICLR 2024 Towards Making Learnware Specification and Market Evolvable AAAI 2024 Towards Modular LLMs by Building and Reusing a Library of LoRAs ICML 2024 Towards Multi-Intent Spoken Language Understanding via Hierarchical Attention and Optimal Transport AAAI 2024 Towards Poisoning Fair Representations ICLR 2024 Towards Practical Non-Adversarial Distribution Matching AISTATS 2024 Towards quantifying politicization in foreign aid project reports COLING 2024 Towards Resource-friendly, Extensible and Stable Incomplete Multi-view Clustering ICML 2024 Towards Robust 3D Pose Transfer with Adversarial Learning CVPR 2024 Towards Robust Event-guided Low-Light Image Enhancement: A Large-Scale Real-World Event-Image Dataset and Novel Approach CVPR 2024 Towards Robust Few-shot Class Incremental Learning in Audio Classification using Contrastive Representation Interspeech 2024 Towards Robust Trajectory Representations: Isolating Environmental Confounders with Causal Learning IJCAI 2024 Towards Scalable and Versatile Weight Space Learning ICML 2024 Towards Self-Attention Understanding for Automatic Articulatory Processes Analysis in Cleft Lip and Palate Speech Interspeech 2024 Towards Squeezing-Averse Virtual Try-On via Sequential Deformation AAAI 2024 Towards Stable Representations for Protein Interface Prediction NeurIPS 2024 Towards the Disappearing Truth: Fine-Grained Joint Causal Influences Learning with Hidden Variable-Driven Causal Hypergraphs in Time Series AAAI 2024 Towards the Reusability and Compositionality of Causal Representations CLeaR 2024