← Learning Types
Machine Learning › Learning Types ›

Multi-Task Learning

2117 directly classified papers

Papers per year

Papers

Alleviating Textual Reliance in Medical Language-guided Segmentation via Prototype-driven Semantic Approximation ICCV 2025
FW-Merging: Scaling Model Merging with Frank-Wolfe Optimization ICCV 2025
Acknowledging Focus Ambiguity in Visual Questions ICCV 2025
Sparsity Outperforms Low-Rank Projections in Few-Shot Adaptation ICCV 2025
MSA2: Multi-task Framework with Structure-aware and Style-adaptive Character Representation for Open-set Chinese Text Recognition ICCV 2025
An Address Intelligence Framework for E-commerce Deliveries EMNLP 2025
Fuse Before Transfer: Knowledge Fusion for Heterogeneous Distillation ICCV 2025
Integrating Task-Specific and Universal Adapters for Pre-Trained Model-based Class-Incremental Learning ICCV 2025
DisenQ: Disentangling Q-Former for Activity-Biometrics ICCV 2025
OrderChain: Towards General Instruct-Tuning for Stimulating the Ordinal Understanding Ability of MLLM ICCV 2025
Balancing Task-invariant Interaction and Task-specific Adaptation for Unified Image Fusion ICCV 2025
Multi-modal Multi-platform Person Re-Identification: Benchmark and Method ICCV 2025
DiffTell: A High-Quality Dataset for Describing Image Manipulation Changes ICCV 2025
SemiVisBooster: Boosting Semi-Supervised Learning for Fine-Grained Classification through Pseudo-Label Semantic Guidance ICCV 2025
ReMP-AD: Retrieval-enhanced Multi-modal Prompt Fusion for Few-Shot Industrial Visual Anomaly Detection ICCV 2025
KinMo: Kinematic-aware Human Motion Understanding and Generation ICCV 2025
Multi-Modal Multi-Task Unified Embedding Model (M3T-UEM): A Task-Adaptive Representation Learning Framework ICCV 2025
MUNBa: Machine Unlearning via Nash Bargaining ICCV 2025
VersaTune: An Efficient Data Composition Framework for Training Multi-Capability LLMs EMNLP 2025
CUNI and Phrase at WMT25 MT Evaluation Task EMNLP 2025
iManip: Skill-Incremental Learning for Robotic Manipulation ICCV 2025
SGCD: Subtask-Guided Causal-Debiasing Framework for Robust Cross-Utterance Sentiment Quadruple Extraction in Dialogues EMNLP 2025
LLM-Based Dialogue Labeling for Multiturn Adaptive RAG EMNLP 2025
Leveraging What’s Overfixed: Post-Correction via LLM Grammatical Error Overcorrection EMNLP 2025
CIFLEX: Contextual Instruction Flow for Sub-task Execution in Multi-Turn Interactions with a Single On-Device LLM EMNLP 2025