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Matthew Gwilliam — most-cited papers & profile · Computer Vision
← authors
·
overview
Matthew Gwilliam
9
papers ·
32
citations ·
5
h-index
Fudan University · University of Maryland, College Park
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Most-cited papers
Diffusion Models Beat GANs on Image Classification
2023 · 16 citations
Beyond Supervised vs. Unsupervised: Representative Benchmarking and Analysis of Image Representation Learning
2022 · 14 citations
Explaining the Implicit Neural Canvas: Connecting Pixels to Neurons by Tracing their Contributions
2024 · 2 citations
Going Down Memory Lane: Scaling Tokens for Video Stream Understanding with Dynamic KV-Cache Memory
2026
Implicit Neural Representation Facilitates Unified Universal Vision Encoding
2026
Towards Multimodal Understanding via Stable Diffusion as a Task-Aware Feature Extractor
2025
Top co-authors
Abhinav Shrivastava
· 4
Vatsal Agarwal
· 3
Namitha Padmanabhan
· 2
Pulkit Kumar
· 2
Abhinav Shrivastava
· 1
Archana Swaminathan
· 1
Daniel Ulbricht
· 1
Eshan Verma
· 1
Gefen Kohavi
· 1
Max Ehrlich
· 1
Saksham Suri
· 1
Shishira R Maiya
· 1
Topics
cs.CV
Video Understanding