Transfer Learning

InstructOCR: Instruction Boosting Scene Text Spotting AAAI 2025 Instruct Where the Model Fails: Generative Data Augmentation via Guided Self-contrastive Fine-tuning AAAI 2025 Integrating Task-Specific and Universal Adapters for Pre-Trained Model-based Class-Incremental Learning ICCV 2025 Intent Matters: Enhancing AI Tutoring with Fine-Grained Pedagogical Intent Annotation ACL 2025 Invertible Projection and Conditional Alignment for Multi-Source Blended-Target Domain Adaptation AAAI 2025 Is Less More? Exploring Token Condensation as Training-free Test-time Adaptation ICCV 2025 Is Lunch Free Yet? Overcoming the Cold-Start Problem in Supervised Content Scoring using Zero-Shot LLM-Generated Training Data ACL 2025 It’s All About In-Context Learning! Teaching Extremely Low-Resource Languages to LLMs EMNLP 2025 It’s Not a Walk in the Park! Challenges of Idiom Translation in Speech-to-text Systems ACL 2025 It Takes Two: A Dual Stage Approach for Terminology-Aware Translation EMNLP 2025 IWSLT 2025 Indic Track System Description Paper: Speech-to-Text Translation from Low-Resource Indian Languages (Bengali and Tamil) to English ACL 2025 ixi-GEN: Efficient Industrial sLLMs through Domain Adaptive Continual Pretraining EMNLP 2025 Joint Scheduling of Causal Prompts and Tasks for Multi-Task Learning CVPR 2025 JU-CSE-NLP’s Cascaded Speech to Text Translation Systems for IWSLT 2025 in Indic Track ACL 2025 Judging Quality Across Languages: A Multilingual Approach to Pretraining Data Filtering with Language Models EMNLP 2025 JU-NLP: Improving Low-Resource Indic Translation System with Efficient LoRA-Based Adaptation EMNLP 2025 Just Go Parallel: Improving the Multilingual Capabilities of Large Language Models ACL 2025 KALAHash: Knowledge-Anchored Low-Resource Adaptation for Deep Hashing AAAI 2025 Kiss3DGen: Repurposing Image Diffusion Models for 3D Asset Generation CVPR 2025 KIT’s Low-resource Speech Translation Systems for IWSLT2025: System Enhancement with Synthetic Data and Model Regularization ACL 2025 Knowledge Decoupling via Orthogonal Projection for Lifelong Editing of Large Language Models ACL 2025 Knowledge Transfer from Interaction Learning ICCV 2025 Know "No" Better: A Data-Driven Approach for Enhancing Negation Awareness in CLIP ICCV 2025 LADA: Scalable Label-Specific CLIP Adapter for Continual Learning ICML 2025 Lahjawi: Arabic Cross-Dialect Translator COLING 2025