Domain Adaptation

Language-Universal Speech Attributes Modeling for Zero-Shot Multilingual Spoken Keyword Recognition Interspeech 2024 Large Content And Behavior Models To Understand, Simulate, And Optimize Content And Behavior ICLR 2024 Large Scale Dataset Distillation with Domain Shift ICML 2024 Large-Scale Non-convex Stochastic Constrained Distributionally Robust Optimization AAAI 2024 Large-scale Training of Foundation Models for Wearable Biosignals ICLR 2024 LaSCal: Label-Shift Calibration without target labels NeurIPS 2024 LaSe-E2V: Towards Language-guided Semantic-aware Event-to-Video Reconstruction NeurIPS 2024 Latent Concept-based Explanation of NLP Models EMNLP 2024 LaViP: Language-Grounded Visual Prompting AAAI 2024 Layer-Wise Auto-Weighting for Non-Stationary Test-Time Adaptation WACV 2024 LayoutLLM: Large Language Model Instruction Tuning for Visually Rich Document Understanding COLING 2024 LEAD: Learning Decomposition for Source-free Universal Domain Adaptation CVPR 2024 Learning Accurate and Bidirectional Transformation via Dynamic Embedding Transportation for Cross-Domain Recommendation AAAI 2024 Learning and deploying robust locomotion policies with minimal dynamics randomization L4DC 2024 Learning Bregman Divergences with Application to Robustness NeurIPS 2024 Learning Causal Domain-Invariant Temporal Dynamics for Few-Shot Action Recognition ICML 2024 Learning CNN on ViT: A Hybrid Model to Explicitly Class-specific Boundaries for Domain Adaptation CVPR 2024 Learning Conditional Invariances through Non-Commutativity ICLR 2024 Learning Cross-Architecture Instruction Embeddings for Binary Code Analysis in Low-Resource Architectures NAACL 2024 Learning De-Biased Representations for Remote-Sensing Imagery NeurIPS 2024 Learning Divergence Fields for Shift-Robust Graph Representations ICML 2024 Learning Frequency-Adapted Vision Foundation Model for Domain Generalized Semantic Segmentation NeurIPS 2024 Learning from Highly Sparse Spatio-temporal Data NeurIPS 2024 Learning High-Order Relationships of Brain Regions ICML 2024 Learning Image Demoiréing from Unpaired Real Data AAAI 2024