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20242026
most citedFrom Efficient Multimodal Models to World Models: A Survey

3 citations · 3 across the 16 of their papers we have counts for

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6 papers · 1 filter

cs.NI2026

Coarse-Grained Predictive Resource Allocation Framework enabling In-Premise XR Collaborations

Sourav Mondal, Elaine Wong

Immersive extended reality (XR) applications are key enablers of human-centric connectivity in next-generation networks. However, meeting their high-throughput, ultra-low-latency,…

cs.RO2026

RoboEdit: Turning Human Manipulation Videos into Scalable Robot Experience

Yaowei Guo, Zeng Tao, Yuxin Jiang +7

Collecting robot hand-object interaction data is costly and embodiment-specific, yet abundant human-object videos remain unusable for robot training. We present RoboEdit, a human-t…

cs.CV2026

Interest Entanglement: The Hidden Barrier to Blind Super-Resolution Optimization

Junxiong Lin, Xinji Mai, Qianyu Guo +5

Fidelity and perceptual quality are two inherently competing and conflicting objectives in the image super-resolution (SR) task. Different loss functions focus on these objectives…

cs.CV2026

Customizing Video Portraits via Identity-ActionDecoupling

Junxiong Lin, Haoran Wang, Xinji Mai +4

Identity-Preserving Text-to-Video Generation (IPT2V) seeks to synthesize a temporally coherent video from a reference image and a textual description, while simultaneously preservi…

cs.CV2026

Cognition-Inspired Dual-Stream Semantic Enhancement for Vision-Based Dynamic Emotion Modeling

Huanzhen Wang, Ziheng Zhou, Zeng Tao +5

The human brain constructs emotional percepts not by processing facial expressions in isolation, but through a dynamic, hierarchical integration of sensory input with semantic and…

cs.CV2026

DressWild: Feed-Forward Pose-Agnostic Garment Sewing Pattern Generation from In-the-Wild Images

Zeng Tao, Ying Jiang, Yunuo Chen +7

Recent advances in garment pattern generation have shown promising progress. However, existing feed-forward methods struggle with diverse poses and viewpoints, while optimization-b…