conftrace_

unified multimodal model

10 papers

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Also known as

UMM

Co-occurring keywords · papers mentioning both

image generation (4) multimodal generation (2) visual understanding (2) multimodal understanding (2) text-to-image generation (2) image editing (2) cross-modal coherence (1) generative reasoning (1) cross-modal dependency (1) autoregressive framework (1)

Papers

GGBench: A Geometric Generative Reasoning Benchmark for Unified Multimodal Models CVPR 2026 Learning to Generate via Understanding: Understanding-Driven Intrinsic Rewarding for Unified Multimodal Models CVPR 2026 RealUnify: Do Unified Models Truly Benefit from Unification? A Comprehensive Benchmark CVPR 2026 TUNA: Taming Unified Visual Representations for Native Unified Multimodal Models CVPR 2026 UniCorn: Towards Self-Improving Unified Multimodal Models through Self-Generated Supervision ACL 2026 UniGame: Turning a Unified Multimodal Model Into Its Own Adversary CVPR 2026 Uni-MMMU: A Massive Multi-discipline Multimodal Unified Benchmark ACL 2026 UniVerse: Empower Unified Generation with Reasoning and Knowledge CVPR 2026 WEAVE: Unleashing and Benchmarking the In-context Interleaved Comprehension and Generation CVPR 2026 Janus: Decoupling Visual Encoding for Unified Multimodal Understanding and Generation CVPR 2025