Arka Daw
7 papers · 2021–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (5) π Interdisciplinary Bridge π§ Keyword Pioneer π Cross-Pollinator (8) πΊοΈ Taxonomy Completionist (10)
π₯
Mega-Team
(22)
β
The Questioner
Conferences
ICLR (2)
NIPS (2)
CVPR (1)
ECCV (1)
ICML (1)
Top co-authors
Keywords
neural network compression
(1)
representation learning
(1)
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)
physics-informed neural network
(1)
partial differential equation
(1)
vision language model
(1)
long-tailed distribution
(1)
species classification
(1)
structured pruning
(1)
propagation failure
(1)
stochastic sampling
(1)
Papers
What Do You See in Common? Learning Hierarchical Prototypes over Tree-of-Life to Discover Evolutionary Traits
ICLR 2025
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
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
NIPS 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)
NIPS 2021