Multimodal Learning

Linking Perception, Confidence and Accuracy in MLLMs CVPR 2026 Listening Between the Frames: Bridging Temporal Gaps in Large Audio-Language Models AAAI 2026 Listening Like Humans: Semantics-Guided Noise-Robust Multimodal Speech Recognition ACL 2026 LiViBench: An Omnimodal Benchmark for Interactive Livestream Video Understanding AAAI 2026 LLaDA-V: Large Language Diffusion Models with Visual Instruction Tuning CVPR 2026 LLaMA32-Med: Parameter-Efficient Adaptation of Multimodal LLMs for Medical Visual Question Answering MIDL 2026 LLaMo: Scaling Pretrained Language Models for Unified Motion Understanding and Generation with Continuous Autoregressive Tokens CVPR 2026 LLaVA³: Representing 3D Scenes Like a Cubist Painter to Boost 3D Scene Understanding of VLMs AAAI 2026 LLaVA-MS-PIT: Multi-Modal Schema-Guided Progressive Instruction Tuning for Multi-Modal Event Extraction AAAI 2026 LLaVA-UHD v2: Exploiting Hierarchical Vision Granularity in MLLMs via Inverse Semantic Pyramid AAAI 2026 LLM2CLIP: Powerful Language Model Unlocks Richer Cross-Modality Representation AAAI 2026 LLM-Enhanced Energy Contrastive Learning for Out-of-Distribution Detection in Text-Attributed Graphs AAAI 2026 LLM-Free Image Captioning Evaluation in Reference-Flexible Settings AAAI 2026 LLMTM: Benchmarking and Optimizing LLMs for Temporal Motif Analysis in Dynamic Graphs AAAI 2026 LLM-to-Speech: A Synthetic Data Pipeline for Training Dialectal Text-to-Speech Models EACL 2026 Logic Unseen: Revealing the Logical Blindspots of Vision-Language Models AAAI 2026 LoGoSeg: Integrating Local and Global Features for Open-Vocabulary Semantic Segmentation AAAI 2026 LongT2IBench: A Benchmark for Evaluating Long Text-to-Image Generation with Graph-structured Annotations AAAI 2026 Look as You Think: Unifying Reasoning and Visual Evidence Attribution for Verifiable Document RAG via Reinforcement Learning AAAI 2026 Look-Back: Implicit Visual Re-focusing in MLLM Reasoning AAAI 2026 Look Closer! An Adversarial Parametric Editing Framework for Hallucination Mitigation in VLMs AAAI 2026 Look Light, Think Heavy: What Multimodal Chain-of-Thought Reasoning Can and Cannot Do ACL 2026 LoRA in LoRA: Towards Parameter-Efficient Architecture Expansion for Continual Visual Instruction Tuning AAAI 2026 Lost in Time? A Meta-Learning Framework for Time-Shift-Tolerant Physiological Signal Transformation AAAI 2026 LottieGPT: Tokenizing Vector Animation for Autoregressive Generation CVPR 2026