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Navdeep Jaitly

33 papers · 2014–2025 · 9 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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+14 more ↓ πŸ—ΊοΈ Taxonomy Completionist (68) πŸƒ Academic Marathon Β· Half 🌍 Conference Polyglot Β· Silver πŸŒ‰ Interdisciplinary Bridge Β· Silver 🐣 Hot Topic Early Bird
🌱 Topic Pioneer πŸ‘‘ Triple Crown πŸ‘₯ Mega-Team Β· Squad πŸ† Keyword Champion 🧭 Keyword Pioneer 🀝 Dynamic Duo (11) 🌟 Keyword Trendsetter Combo (6) ❓ The Questioner πŸ”₯ Unstoppable Β· Bronze ⚑ Prolific Year Β· Productive πŸ’Ž Century Club Β· Bronze 🌈 Renaissance Researcher (7) πŸ“ˆ Trend Setter πŸ—ƒοΈ Keyword Collector (152)

Venues

ICML (8) Interspeech (7) NeurIPS (7) ACL (3) ICLR (3) EMNLP (2) COLING (1) RSS (1) WACV (1)

Top co-authors

Yizhe Zhang (11) Shuangfei Zhai (7) Jiatao Gu (6) Joshua M. Susskind (6) Samy Bengio (5) Yonghui Wu (4) Skyler Seto (3) Oriol Vinyals (3) zhifeng Chen (3) Chen Huang (3)

Research topics

Deep Learning (22) Machine Learning (17) Architectures (12) Models (12) Learning Types Β· Deep Learning (10) Artificial Intelligence (9) Natural Language Processing (9) Core AI (8) Speech & Audio (7) Core Methods (6) Learning Types Β· Machine Learning (6) Recognition (6) Application Areas (5) Generation (5) Optimization & Theory (5)

Keywords

sequence-to-sequence model (6) speech recognition (5) diffusion model (5) recurrent neural network (4) language model (3) connectionist temporal classification (3) neural network (3) autoregressive model (2) generative model (2) reward function (2) representation learning (2) image generation (2) dynamic programming (2) latent variable (2) curriculum learning (2) text generation (2) knowledge distillation (2) attention mechanism (2) self-supervised learning (2) machine translation (2)

Papers

Denoising Autoregressive Transformers for Scalable Text-to-Image Generation ICLR 2025 Eliciting In-context Retrieval and Reasoning for Long-context Large Language Models ACL 2025 Normalizing Flows are Capable Generative Models ICML 2025 SAGE: Steering Dialog Generation with Future-Aware State-Action Augmentation EMNLP 2025 Target Concrete Score Matching: A Holistic Framework for Discrete Diffusion ICML 2025 Training Software Engineering Agents and Verifiers with SWE-Gym ICML 2025 Aggregate-and-Adapt Natural Language Prompts for Downstream Generalization of CLIP NeurIPS 2024 Construction of Paired Knowledge Graph - Text Datasets Informed by Cyclic Evaluation COLING 2024 Divide-or-Conquer? Which Part Should You Distill Your LLM? EMNLP 2024 Kaleido Diffusion: Improving Conditional Diffusion Models with Autoregressive Latent Modeling NeurIPS 2024 Matryoshka Diffusion Models ICLR 2024 Probing the Multi-turn Planning Capabilities of LLMs via 20 Question Games ACL 2024 REALM: Robust Entropy Adaptive Loss Minimization for Improved Single-Sample Test-Time Adaptation WACV 2024 Rephrasing the Web: A Recipe for Compute and Data-Efficient Language Modeling ACL 2024 Swallowing the Bitter Pill: Simplified Scalable Conformer Generation ICML 2024 Continuous pseudo-labeling from the start ICLR 2023 PLANNER: Generating Diversified Paragraph via Latent Language Diffusion Model NeurIPS 2023 Robotic Table Tennis: A Case Study into a High Speed Learning System RSS 2023 Efficient Representation Learning via Adaptive Context Pooling ICML 2022 Position Prediction as an Effective Pretraining Strategy ICML 2022 Imputer: Sequence Modelling via Imputation and Dynamic Programming ICML 2020 Speech Recognition for Medical Conversations Interspeech 2018 A Comparison of Sequence-to-Sequence Models for Speech Recognition Interspeech 2017 An Analysis of β€œAttention” in Sequence-to-Sequence Models Interspeech 2017 An RNN Model of Text Normalization Interspeech 2017 Sequence-to-Sequence Models Can Directly Translate Foreign Speech Interspeech 2017 Tacotron: Towards End-to-End Speech Synthesis Interspeech 2017 Towards Better Decoding and Language Model Integration in Sequence to Sequence Models Interspeech 2017 An Online Sequence-to-Sequence Model Using Partial Conditioning NeurIPS 2016 Reward Augmented Maximum Likelihood for Neural Structured Prediction NeurIPS 2016 Pointer Networks NeurIPS 2015 Scheduled Sampling for Sequence Prediction with Recurrent Neural Networks NeurIPS 2015 Towards End-To-End Speech Recognition with Recurrent Neural Networks ICML 2014