Deep Learning

AlignedCoT: Prompting Large Language Models via Native-Speaking Demonstrations EMNLP 2024 Aligned Objective for Soft-Pseudo-Label Generation in Supervised Learning ICML 2024 Aligner: Efficient Alignment by Learning to Correct NeurIPS 2024 Aligner-Encoders: Self-Attention Transformers Can Be Self-Transducers NeurIPS 2024 Aligners: Decoupling LLMs and Alignment EMNLP 2024 Aligning Audio-Visual Joint Representations with an Agentic Workflow NeurIPS 2024 Aligning Diffusion Models by Optimizing Human Utility NeurIPS 2024 Aligning Geometric Spatial Layout in Cross-View Geo-Localization via Feature Recombination AAAI 2024 Aligning Language Models to Explicitly Handle Ambiguity EMNLP 2024 Aligning Large Language Models via Fine-grained Supervision ACL 2024 Aligning Large Language Models with Diverse Political Viewpoints EMNLP 2024 Aligning Large Language Models with Representation Editing: A Control Perspective NeurIPS 2024 Aligning Logits Generatively for Principled Black-Box Knowledge Distillation CVPR 2024 Aligning Model Properties via Conformal Risk Control NeurIPS 2024 Aligning Neuronal Coding of Dynamic Visual Scenes with Foundation Vision Models ECCV 2024 Aligning Non-Causal Factors for Transformer-Based Source-Free Domain Adaptation WACV 2024 Aligning Relational Learning with Lipschitz Fairness ICLR 2024 Aligning Speech Segments Beyond Pure Semantics ACL 2024 Aligning Target-Aware Molecule Diffusion Models with Exact Energy Optimization NeurIPS 2024 Aligning to Thousands of Preferences via System Message Generalization NeurIPS 2024 Aligning Transformers with Weisfeiler-Leman ICML 2024 Aligning Translation-Specific Understanding to General Understanding in Large Language Models EMNLP 2024 Aligning Vision Models with Human Aesthetics in Retrieval: Benchmarks and Algorithms NeurIPS 2024 Alignment at Pre-training! Towards Native Alignment for Arabic LLMs NeurIPS 2024 Alignment-Based Decoding Policy for Low-Latency and Anticipation-Free Neural Japanese Input Method Editors ACL 2024