transfer learning

5442 papers

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Also known as

TANDA HTL TL ULMFIT TRL

Co-occurring keywords

domain adaptation (4578) text classification (6776) representation learning (6174) few-shot learning (3390) multi-task learning (2556) language model (4573) zero-shot learning (3637) low-resource language (2234) knowledge distillation (3680) large language model (12755)

Papers

Assessing Pre-Trained Models for Transfer Learning Through Distribution of Spectral Components AAAI 2025

MLAN: Language-Based Instruction Tuning Preserves and Transfers Knowledge in Multimodal Language Models ACL 2025

Transfer of Structural Knowledge from Synthetic Languages ACL 2025

Unleashing the Power of Visual Foundation Models for Generalizable Semantic Segmentation AAAI 2025

MORE: Molecule Pretraining with Multi-Level Pretext Task AAAI 2025

Pre-Trained Vision-Language Models as Noisy Partial Annotators AAAI 2025

TransiT: Transient Transformer for Non-line-of-sight Videography ICCV 2025

Protecting Model Adaptation from Trojans in the Unlabeled Data AAAI 2025

Enhancing Vision-Language Models with Morphological and Taxonomic Knowledge: Towards Coral Recognition for Ocean Health AAAI 2025

Enhancing Antimicrobial Drug Resistance Classification by Integrating Sequence-Based and Text-Based Representations ACL 2025

Towards Effective Emotion Analysis in Low-Resource Tamil Texts NAACL 2025

FlexPose: Pose Distribution Adaptation with Limited Guidance AAAI 2025

Inheriting Generalized Learngene for Efficient Knowledge Transfer across Multiple Tasks AAAI 2025

Multilingual Encoder Knows more than You Realize: Shared Weights Pretraining for Extremely Low-Resource Languages ACL 2025

Fair Domain Generalization with Heterogeneous Sensitive Attributes Across Domains WACV 2025

Mapping Cross-Lingual Sentence Representations for Low-Resource Language Pairs Using Pre-trained Language Models COLING 2025

Towards Cross-modal Backward-compatible Representation Learning for Vision-Language Models ICCV 2025

LLaVA-KD: A Framework of Distilling Multimodal Large Language Models ICCV 2025

Attend and Enrich: Enhanced Visual Prompt for Zero-Shot Learning AAAI 2025

Automatic Annotation Augmentation Boosts Translation between Molecules and Natural Language NAACL 2025

CiTrus: Squeezing Extra Performance out of Low-data Bio-signal Transfer Learning AAAI 2025

EigenSR: Eigenimage-Bridged Pre-Trained RGB Learners for Single Hyperspectral Image Super-Resolution AAAI 2025

Beyond IID: Optimizing Instruction Finetuning from the Perspective of Instruction Interaction and Dependency AAAI 2025

Tracking Universal Features Through Fine-Tuning and Model Merging NAACL 2025

Few-Shot Domain Adaptation for Learned Image Compression AAAI 2025