conftrace_

modality imbalance

14 papers

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Co-occurring keywords

multimodal learning (4645) representation learning (6206) multi-modal learning (1278) contrastive learning (4032) label fitting (2) sequential recommendation (117) feature fusion (555) mixture of expert (640) multimodal large language model (966) visual instruction tuning (35)

Papers

Capturing Dynamic User Interests Under Modality Imbalance for Multimodal Sequential Recommendation AAAI 2026
SpeakerSleuth: Can Large Audio-Language Models Judge Speaker Consistency across Multi-turn Dialogues? ACL 2026
Reconcile Gradient Modulation for Harmony Multimodal Learning AAAI 2026
Interactive Multimodal Learning via Flat Gradient Modification IJCAI 2025
Balance-Aware Sequence Sampling Makes Multi-Modal Learning Better IJCAI 2025
G2D: Boosting Multimodal Learning with Gradient-Guided Distillation ICCV 2025
LLaVA Steering: Visual Instruction Tuning with 500x Fewer Parameters through Modality Linear Representation-Steering ACL 2025
Adaptive Unimodal Regulation for Balanced Multimodal Information Acquisition CVPR 2025
Asymmetric Reinforcing Against Multi-Modal Representation Bias AAAI 2025
Multispectral Object Detection Enhanced by Cross-Modal Information Complementary and Cosine Similarity Channel Resampling Modules WACV 2025
Two Challenges, One Solution: Robust Multimodal Learning through Dynamic Modality Recognition and Enhancement EMNLP 2025
Facilitating Multimodal Classification via Dynamically Learning Modality Gap NIPS 2024
PMR: Prototypical Modal Rebalance for Multimodal Learning CVPR 2023
Characterizing and Overcoming the Greedy Nature of Learning in Multi-modal Deep Neural Networks ICML 2022