Foundation Models

Compute Better Spent: Replacing Dense Layers with Structured Matrices ICML 2024 Concept-aware Data Construction Improves In-context Learning of Language Models ACL 2024 Confidence-aware Reward Optimization for Fine-tuning Text-to-Image Models ICLR 2024 Conformal Alignment: Knowing When to Trust Foundation Models with Guarantees NeurIPS 2024 Conformal Crystal Graph Transformer with Robust Encoding of Periodic Invariance AAAI 2024 Connecting Large Language Models with Evolutionary Algorithms Yields Powerful Prompt Optimizers ICLR 2024 Connecting the Dots: Evaluating Abstract Reasoning Capabilities of LLMs Using the New York Times Connections Word Game EMNLP 2024 ConstraintChecker: A Plugin for Large Language Models to Reason on Commonsense Knowledge Bases EACL 2024 Constructing Concept-based Models to Mitigate Spurious Correlations with Minimal Human Effort ECCV 2024 CONSTRUCTURE: Benchmarking CONcept STRUCTUre REasoning for Multimodal Large Language Models EMNLP 2024 ConTextual: Evaluating Context-Sensitive Text-Rich Visual Reasoning in Large Multimodal Models ICML 2024 Context versus Prior Knowledge in Language Models ACL 2024 Continual Reinforcement Learning for Controlled Text Generation COLING 2024 Continuous Predictive Modeling of Clinical Notes and ICD Codes in Patient Health Records ACL 2024 CONTOR: Benchmarking Strategies for Completing Ontologies with Plausible Missing Rules EMNLP 2024 ContPhy: Continuum Physical Concept Learning and Reasoning from Videos ICML 2024 Control4D: Efficient 4D Portrait Editing with Text CVPR 2024 Controllable Citation Sentence Generation with Language Models ACL 2024 ControlRoom3D: Room Generation using Semantic Proxy Rooms CVPR 2024 Conversational Topic Recommendation in Counseling and Psychotherapy with Decision Transformer and Large Language Models NAACL 2024 CoralSCOP: Segment any COral Image on this Planet CVPR 2024 CorDA: Context-Oriented Decomposition Adaptation of Large Language Models for Task-Aware Parameter-Efficient Fine-tuning NeurIPS 2024 COSIGN: Contextual Facts Guided Generation for Knowledge Graph Completion NAACL 2024 CoTKR: Chain-of-Thought Enhanced Knowledge Rewriting for Complex Knowledge Graph Question Answering EMNLP 2024 CoViS-Net: A Cooperative Visual Spatial Foundation Model for Multi-Robot Applications CoRL 2024