Venu Govindaraju

14 papers · 2008–2026 · 7 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🗺️ Taxonomy Completionist (34) 🏃 Academic Marathon · Full 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird

🧭 Keyword Pioneer 🧬 Topic Evolution 📈 Trend Setter ❓ The Questioner 💎 Century Club · Bronze 🗃️ Keyword Collector (81)

Venues

WACV (5) NeurIPS (3) ICML (2) AAAI (1) CVPR (1) IJCNLP (1) JMLR (1)

Top co-authors

Deen Dayal Mohan (5) Srirangaraj Setlur (5) Bhavin Jawade (4) Devansh Arpit (3) Arjun Ramesh Kaushik (3) Yingbo Zhou (3) Dennis Fedorishin (2) Nalini K. Ratha (2) Vishnu Suresh Lokhande (2) Ifeoma Nwogu (2)

Research topics

Machine Learning (12) Deep Learning (7) Core Methods (7) Learning Types · Machine Learning (6) Artificial Intelligence (4) Optimization & Theory (4) Computer Vision (3) Analysis (3) Learning Types · Deep Learning (3) Models (3) Core AI (2) Data Science & Analytics (1) Mathematics & Optimization (1) Architectures (1) Bayesian & Probabilistic (1)

Keywords

diffusion model (3) video understanding (2) concept learning (2) catastrophic forgetting (2) action recognition (1) manifold learning (1) continual learning (1) latent dirichlet allocation (1) metric learning (1) subspace learning (1) sound source localization (1) feature selection (1) sparse representation (1) embedding learning (1) personalized generation (1) embedding space (1) attention mechanism (1) relation extraction (1) batch normalization (1) self-supervised learning (1)

Papers

Forget Less by Learning from Parents Through Hierarchical Relationships AAAI 2026 Forget Less by Learning Together through Concept Consolidation WACV 2026 Learning Action Hierarchies via Hybrid Geometric Diffusion WACV 2026 SCOT: Self-Supervised Contrastive Pretraining for Zero-Shot Compositional Retrieval WACV 2025 ProxyFusion: Face Feature Aggregation Through Sparse Experts NeurIPS 2024 Hear the Flow: Optical Flow-Based Self-Supervised Visual Sound Source Localization WACV 2023 NAPReg: Nouns As Proxies Regularization for Semantically Aware Cross-Modal Embeddings WACV 2023 Moving in the Right Direction: A Regularization for Deep Metric Learning CVPR 2020 Normalization Propagation: A Parametric Technique for Removing Internal Covariate Shift in Deep Networks ICML 2016 Why Regularized Auto-Encoders learn Sparse Representation? ICML 2016 Dimensionality Reduction with Subspace Structure Preservation NeurIPS 2014 Parallel Feature Selection Inspired by Group Testing NeurIPS 2014 Language-Motivated Approaches to Action Recognition JMLR 2013 Script Independent Word Spotting in Multilingual Documents IJCNLP 2008