Shashank Shekhar

7 papers · 2019–2024 · 5 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (24) 🐣 Hot Topic Early Bird

Venues

ICCV (2) NeurIPS (2) AAAI (1) ACL (1) Interspeech (1)

Top co-authors

Ari Morcos (2) Robert Geirhos (1) Florian Bordes (1) Boris Knyazev (1) Yichao Lu (1) Maksims Volkovs (1) Surya Ganguli (1) Ronen I. Brafman (1) Manjunath Mulimani (1) Diane Bouchacourt (1)

Research topics

Machine Learning (6) Deep Learning (5) Learning Types · Machine Learning (5) Artificial Intelligence (3) Architectures (3) Core AI (3) Core Methods (3) Learning Types · Deep Learning (3) Computer Vision (2) Application Areas (2) Analysis (1) Generation (1) Optimization & Theory (1)

Keywords

representation learning (1) reinforcement learning (1) multi-task learning (1) image generation (1) transfer learning (1) visual question answering (1) argument mining (1) data augmentation (1) multimodal learning (1) scene graph generation (1) deep learning (1) parameter sharing (1) distribution shift (1) partial observability (1) multi-agent planning (1) knowledge graph (1) convolutional neural network (1) synthetic data (1) photorealistic rendering (1) data pruning (1)

Papers

Multi-Task Learning Improves Performance in Deep Argument Mining Models ACL 2024 PUG: Photorealistic and Semantically Controllable Synthetic Data for Representation Learning NeurIPS 2023 Beyond neural scaling laws: beating power law scaling via data pruning NeurIPS 2022 Acoustic Scene Classification Using Kervolution-Based SubSpectralNet Interspeech 2021 Context-Aware Scene Graph Generation With Seq2Seq Transformers ICCV 2021 Improved Knowledge Modeling and Its Use for Signaling in Multi-Agent Planning with Partial Observability AAAI 2021 From Strings to Things: Knowledge-Enabled VQA Model That Can Read and Reason ICCV 2019