Deva Ramanan

Carnegie Mellon University — United States

Computer Science · Physical Sciences

79h-index79.1kcitations340works15.32yr avg
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Research Topics

Advanced Neural Network Applications(82), Human Pose and Action Recognition(80), Advanced Vision and Imaging(68), Video Surveillance and Tracking Methods(64), Advanced Image and Video Retrieval Techniques(57)

Publications340 total

Any4D: Unified Feed-Forward Metric 4D Reconstruction
arXiv (Cornell University)·2025Open Access
PAI-Bench: A Comprehensive Benchmark For Physical AI
arXiv (Cornell University)·2025Open Access
Towards Foundational Models for Single-Chip Radar
arXiv (Cornell University)·2025Open Access
Label Uncertainty for Ultrasound Segmentation
arXiv (Cornell University)·2025Open Access
MonoFusion: Sparse-View 4D Reconstruction via Monocular Fusion
arXiv (Cornell University)·2025Open Access
Reconstruct, Inpaint, Test-Time Finetune: Dynamic Novel-view Synthesis from Monocular Videos
ArXiv.org·2025Open Access
AerialMegaDepth: Learning Aerial-Ground Reconstruction and View Synthesis
2025· 2 cited
UFM: A Simple Path towards Unified Dense Correspondence with Flow
arXiv (Cornell University)·2025Open Access
DiffusionSfM: Predicting Structure and Motion via Ray Origin and Endpoint Diffusion
2025· 2 cited
Using Diffusion Priors for Video Amodal Segmentation
2025· 1 cited
Reanimating Images using Neural Representations of Dynamic Stimuli
2025· 2 cited
RaySt3R: Predicting Novel Depth Maps for Zero-Shot Object Completion
arXiv (Cornell University)·2025Open Access
Roboflow100-VL: A Multi-Domain Object Detection Benchmark for Vision-Language Models
arXiv (Cornell University)·2025Open Access
BETTY Dataset: A Multi-Modal Dataset for Full-Stack Autonomy
2025
BETTY Dataset: A Multi-modal Dataset for Full-Stack Autonomy
arXiv (Cornell University)·2025Open Access
DiffusionSfM: Predicting Structure and Motion via Ray Origin and Endpoint Diffusion
arXiv (Cornell University)·2025Open Access
AerialMegaDepth: Learning Aerial-Ground Reconstruction and View Synthesis
arXiv (Cornell University)·2025Open Access
Efficient Autoregressive Shape Generation via Octree-Based Adaptive Tokenization
arXiv (Cornell University)·2025Open Access
SMORE: Simultaneous Map and Object REconstruction
2025· 1 cited
Using Diffusion Priors for Video Amodal Segmentation
arXiv (Cornell University)·2024Open Access
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Frequent Co-authors

Charless C. Fowlkes(7), Hamed Pirsiavash(5), Simon Lucey(4), Yi Yang(4), David Forsyth(4), James Hays(3), Xiangxin Zhu(3), Carl Vondrick(3), Rohit Girdhar(3), Yu-Xiong Wang(3), Martial Hebert(3), James Steven Supančič(3), Chaitanya Desai(3), Pedro F. Felzenszwalb(2), David McAllester(2), Ming-Fang Chang(2), John Lambert(2), Patsorn Sangkloy(2), Jagjeet Singh(2), Sławomir Bąk(2)