Vatsal Agarwal

dblp:33/11253 · DBLP profile ↗
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3ranked-venue papers
0as first author
3since 2021 · last 2024
0009-0004-9470-198XORCID · corroborated

Domains — the database's venue-derived domains; a paper can count in several

Artificial intelligence and machine learning · 3 · 3 since 2021Graphics, computer vision, multimedia, augmented reality and games · 3 · 3 since 2021

Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.

Artificial intelligence
2 papers
3D vision · 56% Representation and self-supervised learning · 36% Generative modeling · 8%

Topics — the 5 heaviest of 6, each with the papers that count most for it

TopicWeightPapersLastEvidence papers
Computer vision › 3D vision
3d reconstruction
0.812024
LEIA: Latent View-Invariant Embeddings for Implicit 3D Articulation · ECCV (16) 2024
Computer vision › 3D vision › 3d reconstruction › object reconstruction
articulated object reconstruction
0.812024
LEIA: Latent View-Invariant Embeddings for Implicit 3D Articulation · ECCV (16) 2024
Machine learning › Representation and self-supervised learning › representation learning › visual representation learning
discriminative visual representation
0.812024
Do Text-Free Diffusion Models Learn Discriminative Visual Representations? · ECCV (60) 2024
Machine learning › Generative modeling
diffusion model
0.212024
Do Text-Free Diffusion Models Learn Discriminative Visual Representations? · ECCV (60) 2024
Machine learning › Representation and self-supervised learning › representation learning › invariant representation learning
view-invariant representation
0.212024
LEIA: Latent View-Invariant Embeddings for Implicit 3D Articulation · ECCV (16) 2024

Methods — techniques the papers use, named apart from their topics

representation probing · 0.8latent embedding · 0.8implicit neural representation · 0.8diffusion model · 0.8
YearPublicationVenuePosition
2024 Do Text-Free Diffusion Models Learn Discriminative Visual Representations?
Soumik Mukhopadhyay 0001, Matthew Gwilliam, Yosuke Yamaguchi, Vatsal Agarwal, Namitha Padmanabhan, Archana Swaminathan, Tianyi Zhou 0001, Jun Ohya, Abhinav Shrivastava
ECCV (60)4
2024 LEIA: Latent View-Invariant Embeddings for Implicit 3D Articulation
Archana Swaminathan, Kamal Gupta 0002, Shishira R. Maiya, Vatsal Agarwal, Abhinav Shrivastava
ECCV (16)5
2023 Unifying the Harmonic Analysis of Adversarial Attacks and Robustness
Shishira R. Maiya, Max Ehrlich, Vatsal Agarwal, Ser-Nam Lim, Tom Goldstein, Abhinav Shrivastava
BMVC3