Arka Daw
7 papers · 2021–2025 · 5 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (14) 👥 Mega-Team · Squad 🏆 Keyword Champion
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The Questioner
Venues
Top co-authors
Research topics
Keywords
representation learning
(2)
evolutionary trait
(2)
zero-shot learning
(1)
semantic segmentation
(1)
image segmentation
(1)
feature extraction
(1)
computer vision
(1)
sampling strategy
(1)
question answering
(1)
explainable ai
(1)
out-of-distribution generalization
(1)
gradient descent
(1)
diffusion model
(1)
inverse problem
(1)
physics-informed neural network
(1)
partial differential equation
(1)
hierarchical embedding
(1)
latent space
(1)
vision-language model
(1)
domain translation
(1)
Papers
A Unified Framework for Forward and Inverse Problems in Subsurface Imaging using Latent Space Translations
ICLR 2025
Fish-Vista: A Multi-Purpose Dataset for Understanding & Identification of Traits from Images
CVPR 2025
What Do You See in Common? Learning Hierarchical Prototypes over Tree-of-Life to Discover Evolutionary Traits
ICLR 2025
Hierarchical Conditioning of Diffusion Models Using Tree-of-Life for Studying Species Evolution
ECCV 2024
VLM4Bio: A Benchmark Dataset to Evaluate Pretrained Vision-Language Models for Trait Discovery from Biological Images
NeurIPS 2024
Mitigating Propagation Failures in Physics-informed Neural Networks using Retain-Resample-Release (R3) Sampling
ICML 2023
Learning Compact Representations of Neural Networks using DiscriminAtive Masking (DAM)
NeurIPS 2021