Muhammad Waleed Gondal

6 papers · 2019–2024 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🗺️ Taxonomy Completionist (17) 🐣 Hot Topic Early Bird 👑 Triple Crown

Venues

ICML (2) NeurIPS (2) ICLR (1) WACV (1)

Top co-authors

Bernhard Schölkopf (5) Manuel Wuthrich (3) Stefan Bauer (3) Nasim Rahaman (3) Francesco Locatello (2) Yoshua Bengio (2) Shruti Joshi (2) Joel Akpo (1) Tommaso Macri (1) Wittawat Jitkrittum (1)

Research topics

Machine Learning (6) Artificial Intelligence (4) Deep Learning (4) Learning Types · Machine Learning (4) Core Methods (3) Architectures (2) Core AI (2) Learning Paradigms (2) Models (2) Application Areas (1) Learning Types · Deep Learning (1) Techniques (1)

Keywords

transfer learning (3) domain adaptation (2) few-shot learning (2) contrastive learning (2) neural architecture (1) spatial structure (1) dynamical system (1) disentangled representation (1) inductive bia (1) generative adversarial network (1) vision-language model (1) systematic generalization (1) compositional reasoning (1) kernel mean matching (1) implicit model (1) out-of-distribution robustness (1) temporal structure (1) intra-modal alignment (1) multi-agent system (1) modular network (1)

Papers

Domain Aligned CLIP for Few-Shot Classification WACV 2024 Dynamic Inference with Neural Interpreters NeurIPS 2021 Function Contrastive Learning of Transferable Meta-Representations ICML 2021 Spatially Structured Recurrent Modules ICLR 2021 Kernel Mean Matching for Content Addressability of GANs ICML 2019 On the Transfer of Inductive Bias from Simulation to the Real World: a New Disentanglement Dataset NeurIPS 2019