Transfer Learning

TinyTTA: Efficient Test-time Adaptation via Early-exit Ensembles on Edge Devices NeurIPS 2024 TL-CL: Task And Language Incremental Continual Learning EMNLP 2024 Towards a new Benchmark for Emotion Detection in NLP: A Unifying Framework of Recent Corpora EMNLP 2024 Towards CLIP-driven Language-free 3D Visual Grounding via 2D-3D Relational Enhancement and Consistency CVPR 2024 Towards Difficulty-Agnostic Efficient Transfer Learning for Vision-Language Models EMNLP 2024 Towards Generalizing to Unseen Domains with Few Labels CVPR 2024 Towards Large-scale 3D Representation Learning with Multi-dataset Point Prompt Training CVPR 2024 Towards Learning Group-Equivariant Features for Domain Adaptive 3D Detection NeurIPS 2024 Towards Model Extraction Attacks in GAN-Based Image Translation via Domain Shift Mitigation AAAI 2024 Towards Understanding Task-agnostic Debiasing Through the Lenses of Intrinsic Bias and Forgetfulness ACL 2024 Toward the Modular Training of Controlled Paraphrase Adapters EACL 2024 Training and Fine-Tuning NMT Models for Low-Resource Languages Using Apertium-Based Synthetic Corpora EMNLP 2024 Train Once, Use Flexibly: A Modular Framework for Multi-Aspect Neural News Recommendation EMNLP 2024 Transferable and Efficient Non-Factual Content Detection via Probe Training with Offline Consistency Checking ACL 2024 Transferable Video Moment Localization by Moment-Guided Query Prompting AAAI 2024 Transfer CLIP for Generalizable Image Denoising CVPR 2024 Transfer Learning for Text Classification via Model Risk Analysis EMNLP 2024 Transforming Vision Transformer: Towards Efficient Multi-Task Asynchronous Learner NeurIPS 2024 TransFusion: Covariate-Shift Robust Transfer Learning for High-Dimensional Regression AISTATS 2024 Turning English-centric LLMs Into Polyglots: How Much Multilinguality Is Needed? EMNLP 2024 UltraLink: An Open-Source Knowledge-Enhanced Multilingual Supervised Fine-tuning Dataset ACL 2024 Understanding the Role of the Projector in Knowledge Distillation AAAI 2024 UniBridge: A Unified Approach to Cross-Lingual Transfer Learning for Low-Resource Languages ACL 2024 UniCell: Universal Cell Nucleus Classification via Prompt Learning AAAI 2024 Unified Entropy Optimization for Open-Set Test-Time Adaptation CVPR 2024