Ahmed Imtiaz Humayun
12 papers · 2018–2025 · 7 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (7) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (7) 🐝 Cross-Pollinator (14)
🧭
Keyword Pioneer
🐣
Hot Topic Early Bird
🌍
Conference Polyglot
(7)
👑
Triple Crown
❓
The Questioner
(2)
📈
Trend Setter
💎
Century Club
(12)
Conferences
ICLR (4)
CVPR (2)
ICML (2)
COLING (1)
ICCV (1)
INTERSPEECH (1)
NIPS (1)
Top co-authors
Keywords
transfer learning
(2)
semi-supervised learning
(1)
feature learning
(1)
image generation
(1)
ensemble learning
(1)
natural language processing
(1)
text-to-image generation
(1)
model safety
(1)
network visualization
(1)
piecewise linear
(1)
singular value decomposition
(1)
implicit neural representation
(1)
generative model
(1)
support vector machine
(1)
convolutional neural network
(1)
decision boundary
(1)
concept erasure
(1)
frechet inception distance
(1)
deep network
(1)
quality-diversity trade-off
(1)
Papers
Erasing More Than Intended? How Concept Erasure Degrades the Generation of Non-Target Concepts
ICCV 2025
What Secrets Do Your Manifolds Hold? Understanding the Local Geometry of Generative Models
ICLR 2025
MITIGATING OVER-EXPLORATION IN LATENT SPACE OPTIMIZATION USING LES
ICML 2025
The Journey Matters: Average Parameter Count over Pre-training Unifies Sparse and Dense Scaling Laws
ICLR 2025
Learning Transferable Features for Implicit Neural Representations
NIPS 2024
Unicode Normalization and Grapheme Parsing of Indic Languages
COLING 2024
Self-Consuming Generative Models Go MAD
ICLR 2024
Deep Networks Always Grok and Here is Why
ICML 2024
SplineCam: Exact Visualization and Characterization of Deep Network Geometry and Decision Boundaries
CVPR 2023
Polarity Sampling: Quality and Diversity Control of Pre-Trained Generative Networks via Singular Values
CVPR 2022
MaGNET: Uniform Sampling from Deep Generative Network Manifolds Without Retraining
ICLR 2022
An Ensemble of Transfer, Semi-supervised and Supervised Learning Methods for Pathological Heart Sound Classification
INTERSPEECH 2018