Saurabh Kumar

15 papers · 2019–2025 · 8 venues · across top CS/AI venues

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Achievements

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🗺️ Taxonomy Completionist (31) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird

🧬 Topic Evolution 🏆 Keyword Champion 🌈 Renaissance Researcher (5) 🔥 Unstoppable · Bronze ⚡ Prolific Year · Productive 💎 Century Club · Bronze 🗃️ Keyword Collector (85)

Venues

ICML (4) Interspeech (3) COLING (2) NeurIPS (2) EMNLP (1) ICLR (1) NAACL (1) SemEval (1)

Top co-authors

Sanasam Ranbir Singh (3) Dale Schuurmans (3) Sukumar Nandi (3) Chelsea Finn (2) Ramki Gummadi (2) Junfeng Wen (2) Sergey Levine (2) Sathvik Udupa (2) Marc G. Bellemare (2) Ranbir Sanasam (2)

Research topics

Deep Learning (7) Machine Learning (7) Learning Types · Deep Learning (6) Natural Language Processing (5) Reinforcement Learning (5) Methods (5) Optimization & Theory (4) Resources & Methods (4) Speech & Audio (3) Applications (3) Core Methods (3) Learning Types · Machine Learning (3) Recognition (3) Artificial Intelligence (1) Interdisciplinary (1)

Keywords

reinforcement learning (3) multilingual nlp (3) indian language (2) deep reinforcement learning (2) low-resource language (2) automatic speech recognition (2) few-shot learning (1) self-supervised learning (1) multi-task learning (1) dataset creation (1) policy gradient (1) machine translation (1) sample efficiency (1) speech recognition (1) multi-label classification (1) sentiment analysis (1) machine-generated text detection (1) text representation (1) convergence analysis (1) social media analysis (1)

Papers

EssayDetect at GenAI Detection Task 2: Guardians of Academic Integrity: Multilingual Detection of AI-Generated Essays COLING 2025 indiDataMiner at SemEval-2025 Task 11: From Text to Emotion: Transformer-Based Models for Emotions Detection in Indian Languages SemEval 2025 Jointly Improving Dialect Identification and ASR in Indian Languages using Multimodal Feature Fusion Interspeech 2025 Learning Continually by Spectral Regularization ICLR 2025 Team IndiDataMiner at IndoNLP 2025: Hindi Back Transliteration - Roman to Devanagari using LLaMa COLING 2025 Adapter pre-training for improved speech recognition in unseen domains using low resource adapter tuning of self-supervised models Interspeech 2024 IndiSentiment140: Sentiment Analysis Dataset for Indian Languages with Emphasis on Low-Resource Languages using Machine Translation NAACL 2024 IndiSocialFT: Multilingual Word Representation for Indian languages in code-mixed environment EMNLP 2023 A Parametric Class of Approximate Gradient Updates for Policy Optimization ICML 2022 Gram Vaani ASR Challenge on spontaneous telephone speech recordings in regional variations of Hindi Interspeech 2022 Characterizing the Gap Between Actor-Critic and Policy Gradient ICML 2021 Gradient Surgery for Multi-Task Learning NeurIPS 2020 One Solution is Not All You Need: Few-Shot Extrapolation via Structured MaxEnt RL NeurIPS 2020 DeepMDP: Learning Continuous Latent Space Models for Representation Learning ICML 2019 Statistics and Samples in Distributional Reinforcement Learning ICML 2019