Domain Adaptation

Weighted Cross-entropy for Low-Resource Languages in Multilingual Speech Recognition Interspeech 2024 What Does it Take to Generalize SER Model Across Datasets? A Comprehensive Benchmark Interspeech 2024 What explains the success of cross-modal fine-tuning with ORCA? NAACL 2024 What How and When Should Object Detectors Update in Continually Changing Test Domains? CVPR 2024 What Makes CLIP More Robust to Long-Tailed Pre-Training Data? A Controlled Study for Transferable Insights NeurIPS 2024 What Makes Pre-Trained Visual Representations Successful for Robust Manipulation? CoRL 2024 What Matters in Training a GPT4-Style Language Model with Multimodal Inputs? NAACL 2024 What’s the score? Automated Denoising Score Matching for Nonlinear Diffusions ICML 2024 When and How Does In-Distribution Label Help Out-of-Distribution Detection? ICML 2024 When does perceptual alignment benefit vision representations? NeurIPS 2024 When Raw Data Prevails: Are Large Language Model Embeddings Effective in Numerical Data Representation for Medical Machine Learning Applications? EMNLP 2024 When Sparse Graph Representation Learning Falls into Domain Shift: Data Augmentation for Cross-Domain Graph Meta-Learning (Student Abstract) AAAI 2024 When to Show a Suggestion? Integrating Human Feedback in AI-Assisted Programming AAAI 2024 Whispering in Norwegian: Navigating Orthographic and Dialectic Challenges Interspeech 2024 Who Looks like Me: Semantic Routed Image Harmonization IJCAI 2024 Wings: Learning Multimodal LLMs without Text-only Forgetting NeurIPS 2024 WinSyn: : A High Resolution Testbed for Synthetic Data CVPR 2024 WISER: Weak Supervision and Supervised Representation Learning to Improve Drug Response Prediction in Cancer ICML 2024 Word Matters: What Influences Domain Adaptation in Summarization? ACL 2024 Word Order in English-Japanese Simultaneous Interpretation: Analyses and Evaluation using Chunk-wise Monotonic Translation ACL 2024 WorkArena: How Capable are Web Agents at Solving Common Knowledge Work Tasks? ICML 2024 X-Adapter: Adding Universal Compatibility of Plugins for Upgraded Diffusion Model CVPR 2024 XDT-CXR: Investigating Cross-Disease Transferability in Zero-Shot Binary Classification of Chest X-Rays MLHC 2024 XRec: Large Language Models for Explainable Recommendation EMNLP 2024 YolOOD: Utilizing Object Detection Concepts for Multi-Label Out-of-Distribution Detection CVPR 2024