Jan Kautz

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

Research focus

Computer Vision (2)Multimodal Models (2)Reasoning & Chain-of-Thought (1)Architecture Design (Transformers, SSMs, MoE) (1)

Frequent co-authors

Pavlo Molchanov (2)An-Chieh Cheng (1)Yang Fu (1)Yang Fu (1)

Papers (2)

May 28, 2026

NVIDIA1w ago·also Beihang

Grounded 3D-Aware Spatial Vision-Language Modeling

Grounding boosts spatial reasoning in VLMs: explicitly linking language to 2D and 3D scene elements lets models decompose complex spatial problems and improve performance even on non-grounded tasks.

An-Chieh Cheng, Yang Fu, Yang Fu +23

Computer Vision Multimodal Models Reasoning & Chain-of-Thought

Mar 12, 2026

NVIDIAMar 12, 2026·also BAIR, MIT CSAIL, Clarifai, K-frame

Attend Before Attention: Efficient and Scalable Video Understanding via Autoregressive Gazing

MLLMs can now handle 4K videos up to 100x faster thanks to AutoGaze, which selectively attends to only the most informative patches.

Baifeng Shi, Stephanie Fu, Long Lian +12

Architecture Design (Transformers, SSMs, MoE)Computer Vision Multimodal Models

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Jan Kautz

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (2)