CLIP-Gaze: Towards General Gaze Estimation via Visual-Linguistic Model Mar 8, 2024 Diversity Domain Generalization
— Unverified Overcoming Data Inequality across Domains with Semi-Supervised Domain Generalization Mar 8, 2024 Domain Generalization Semi-Supervised Domain Generalization
— Unverified Beyond Finite Data: Towards Data-free Out-of-distribution Generalization via Extrapolation Mar 8, 2024 Domain Generalization Image Generation
— Unverified MMoE: Robust Spoiler Detection with Multi-modal Information and Domain-aware Mixture-of-Experts Mar 8, 2024 Domain Generalization Mixture-of-Experts
— Unverified HeteroSwitch: Characterizing and Taming System-Induced Data Heterogeneity in Federated Learning Mar 7, 2024 Domain Generalization Fairness
Code Code Available X-Shot: A Unified System to Handle Frequent, Few-shot and Zero-shot Learning Simultaneously in Classification Mar 6, 2024 Domain Generalization Instruction Following
Code Code Available DomainVerse: A Benchmark Towards Real-World Distribution Shifts For Tuning-Free Adaptive Domain Generalization Mar 5, 2024 Domain Adaptation Domain Generalization
— Unverified DIGIC: Domain Generalizable Imitation Learning by Causal Discovery Feb 29, 2024 Causal Discovery Domain Generalization
— Unverified Out-of-Domain Generalization in Dynamical Systems Reconstruction Feb 28, 2024 Domain Generalization
Code Code Available Prompt-Driven Dynamic Object-Centric Learning for Single Domain Generalization Feb 28, 2024 Domain Generalization image-classification
— Unverified DANSK and DaCy 2.6.0: Domain Generalization of Danish Named Entity Recognition Feb 28, 2024 Domain Generalization named-entity-recognition
— Unverified Learning Generalized Segmentation for Foggy-scenes by Bi-directional Wavelet Guidance Feb 28, 2024 Autonomous Driving Domain Adaptation
Code Code Available ArcSin: Adaptive ranged cosine Similarity injected noise for Language-Driven Visual Tasks Feb 27, 2024 Domain Generalization Image Captioning
— Unverified StochCA: A Novel Approach for Exploiting Pretrained Models with Cross-Attention Feb 25, 2024 Domain Generalization Transfer Learning
Code Code Available GS-EMA: Integrating Gradient Surgery Exponential Moving Average with Boundary-Aware Contrastive Learning for Enhanced Domain Generalization in Aneurysm Segmentation Feb 23, 2024 Contrastive Learning Domain Adaptation
Code Code Available Mitigating Biases of Large Language Models in Stance Detection with Counterfactual Augmented Calibration Feb 22, 2024 counterfactual Domain Generalization
Code Code Available Domain Generalization via Causal Adjustment for Cross-Domain Sentiment Analysis Feb 22, 2024 Domain Adaptation Domain Generalization
— Unverified Assessing generalization capability of text ranking models in Polish Feb 22, 2024 Domain Generalization Information Retrieval
— Unverified A synthetic data approach for domain generalization of NLI models Feb 19, 2024 Domain Generalization Natural Language Inference
— Unverified Reducing Texture Bias of Deep Neural Networks via Edge Enhancing Diffusion Feb 14, 2024 Adversarial Robustness Domain Generalization
Code Code Available Quantified Task Misalignment to Inform PEFT: An Exploration of Domain Generalization and Catastrophic Forgetting in CLIP Feb 14, 2024 Domain Generalization parameter-efficient fine-tuning
— Unverified MetaTra: Meta-Learning for Generalized Trajectory Prediction in Unseen Domain Feb 13, 2024 Autonomous Driving Domain Generalization
— Unverified Generalizing across Temporal Domains with Koopman Operators Feb 12, 2024 Domain Generalization Generalization Bounds
— Unverified Hypernetwork-Driven Model Fusion for Federated Domain Generalization Feb 10, 2024 Domain Generalization Federated Learning
— Unverified Domain Generalization with Small Data Feb 9, 2024 Domain Generalization
— Unverified 