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Transfer Learning

4,848 papers

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Papers

S²Drug: Bridging Protein Sequence and 3D Structure in Contrastive Representation Learning for Virtual Screening AAAI 2026

From Blind Transfer to Wise Selection: Prototype-Driven Neighbor-Domain Adaptation for Fake News Detection AAAI 2026

A Closer Look at Knowledge Distillation in Spiking Neural Network Training AAAI 2026

Foundation-Adaptive Integrated Refinement for Generalized Category Discovery AAAI 2026

Towards Unified Vision-Language Models with Incomplete Multi-Modal Inputs AAAI 2026

LLM2CLIP: Powerful Language Model Unlocks Richer Cross-Modality Representation AAAI 2026

MCMoE: Completing Missing Modalities with Mixture of Experts for Incomplete Multimodal Action Quality Assessment AAAI 2026

Tokenize Once, Recommend Anywhere: Unified Item Tokenization for Multi-domain LLM-based Recommendation AAAI 2026

Multi-Level Domain Adaptation and Contrastive Domain Isolation with Bilinear Fusion for Patient Drug Response Prediction AAAI 2026

Beyond Adapter Retrieval: Latent Geometry-Preserving Composition via Sparse Task Projection AAAI 2026

GEM: A Scale-Aware and Distribution-Sensitive Sparse Fine-Tuning Framework for Effective Downstream Adaptation AAAI 2026

DWTSG: Parameter-Efficient Fine-Tuning of Large Pre-trained Models via Discrete Wavelet Transform and Subband Guidance AAAI 2026

A Better Start: Sensitivity-Aware Warm-Up for Robust and Efficient Fine-Tuning AAAI 2026

Bias-Restrained Prefix Representation Finetuning for Mathematical Reasoning AAAI 2026

Put the Space of LoRA Initialization to the Extreme to Preserve Pre-trained Knowledge AAAI 2026

EoH-S: Evolution of Heuristic Set Using LLMs for Automated Heuristic Design AAAI 2026

Bootstrapping Personalized Insulin Therapy via Model-Based Reinforcement Learning: An In Silico Study AAAI 2026

Role Perceptual Augmented Temporal Graph Network for Related-party Transaction Detection AAAI 2026

Toward Causal Foundation World Models: From Representation to Decision-Making AAAI 2026

Learning What to Ignore: Mitigating Negative Transfer in Medical Knowledge Fusion via Clinical Task-Adaptive Selection ACL 2026

Prosody as Supervision: Bridging the Non-Verbal–Verbal for Multilingual Speech Emotion Recognition ACL 2026

ReTRE: Benchmarking LLM Transfer Robustness with Structure-Preserving Variants ACL 2026

Cross-Prompt Automated Essay Scoring of Multiple Traits: Making Sense of the State of the Art ACL 2026

Luring as a Proxy: Evaluating Corpus Transferability for Cybergrooming Detection ACL 2026

ReactGPT: Understanding of Chemical Reactions via In-Context Tuning AAAI 2025