Domain Adaptation

Tell, Don’t Show: Language Guidance Eases Transfer Across Domains in Images and Videos ICML 2024 Tell me what I need to know: Exploring LLM-based (Personalized) Abstractive Multi-Source Meeting Summarization EMNLP 2024 TELP – Text Extraction with Linguistic Patterns COLING 2024 Temporally and Distributionally Robust Optimization for Cold-Start Recommendation AAAI 2024 Test-time Adaptation against Multi-modal Reliability Bias ICLR 2024 Test-Time Adaptation for Depth Completion CVPR 2024 Test-Time Adaptation Induces Stronger Accuracy and Agreement-on-the-Line NeurIPS 2024 Test-time Adaptation in Non-stationary Environments via Adaptive Representation Alignment NeurIPS 2024 Test-Time Degradation Adaptation for Open-Set Image Restoration ICML 2024 Test-Time Domain Adaptation by Learning Domain-Aware Batch Normalization AAAI 2024 Test-Time Domain Generalization for Face Anti-Spoofing CVPR 2024 Test-Time Dynamic Image Fusion NeurIPS 2024 Test-Time Model Adaptation with Only Forward Passes ICML 2024 Text360Nav: 360-Degree Image Captioning Dataset for Urban Pedestrians Navigation COLING 2024 Text-aware Speech Separation for Multi-talker Keyword Spotting Interspeech 2024 TextBI: An Interactive Dashboard for Visualizing Multidimensional NLP Annotations in Social Media Data EACL 2024 TextCtrl: Diffusion-based Scene Text Editing with Prior Guidance Control NeurIPS 2024 Text-Guided Attention is All You Need for Zero-Shot Robustness in Vision-Language Models NeurIPS 2024 Text-IF: Leveraging Semantic Text Guidance for Degradation-Aware and Interactive Image Fusion CVPR 2024 Text-only Domain Adaptation for CTC-based Speech Recognition through Substitution of Implicit Linguistic Information in the Search Space Interspeech 2024 Textual Training for the Hassle-Free Removal of Unwanted Visual Data: Case Studies on OOD and Hateful Image Detection NeurIPS 2024 Text vs. Transcription: A Study of Differences Between the Writing and Speeches of U.S. Presidents EMNLP 2024 TFGDA: Exploring Topology and Feature Alignment in Semi-supervised Graph Domain Adaptation through Robust Clustering NeurIPS 2024 The CLC-UKET Dataset: Benchmarking Case Outcome Prediction for the UK Employment Tribunal EMNLP 2024 The Constant in HATE: Toxicity in Reddit across Topics and Languages COLING 2024