most citedUniversal Time-Series Representation Learning: A Survey

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cs.CV20261 cited

Splat-based 3D Scene Reconstruction with Extreme Motion-blur

Hyeonjoong Jang, Dongyoung Choi, Donggun Kim +2

We propose a splat-based 3D scene reconstruction method from RGB-D input that effectively handles extreme motion blur, a frequent challenge in low-light environments. Under dim ill…

cs.CV2026

EgoGapBench: Benchmarking Egocentric Action Selection in Multi-Agent Scenes

Jihyeok Jung, Jeewu Lee, Sanghyeop Kim +2

Existing egocentric benchmarks have primarily constructed the egocentric setting from first-person-view data, which makes it difficult to evaluate egocentric perspective itself in…

cs.CV2026

ProtoKV: Streaming Video Understanding under Delayed Query with Summary-State Memory

Le Tu Ngoc Minh, Jinyeong Lim, Dongsu Han

Streaming video understanding (SVU) must answer queries that arrive asynchronously while visual tokens stream continuously under strict GPU-memory and query-time latency budgets. A…

cs.CV2026

Lip Forcing: Few-Step Autoregressive Diffusion for Real-time Lip Synchronization

Paul Hyunbin Cho, Jinhyuk Jang, SeokYoung Lee +7

Diffusion-based lip synchronization models achieve strong visual quality and audio-visual alignment, but full-sequence bidirectional attention and many denoising steps make them im…

cs.CV2026

CXR-LT 2026 Challenge: Projection-Aware Multi-Label and Zero-Shot Chest X-Ray Classification

Juno Cho, Dohui Kim, Mingeon Kim +3

This challenge tackles multi-label classification for known chest X-ray (CXR) lesions and zero-shot classification for unseen ones. To handle diverse CXR projections, we integrate…