Richard S. Zemel

Amazon (United States) — United States

Computer Science · Physical Sciences

66h-index38.0kcitations298works1.02yr avg
OpenAlex↗ORCID↗Google Scholar↗Lab page↗

Accepting Students?

No reports yet. Know if this professor is taking students?

Research Topics

Neural Networks and Applications(42), Domain Adaptation and Few-Shot Learning(42), Topic Modeling(28), Generative Adversarial Networks and Image Synthesis(26), Adversarial Robustness in Machine Learning(26)

Publications298 total

Let the Experts Speak: Improving Survival Prediction & Calibration via Mixture-of-Experts Heads
arXiv (Cornell University)·2025Open Access
Test-Time Warmup for Multimodal Large Language Models
arXiv (Cornell University)·2025Open Access
Confidence Calibration in Vision-Language-Action Models
arXiv (Cornell University)·2025Open Access
Towards Safety Reasoning in LLMs: AI-agentic Deliberation for Policy-embedded CoT Data Creation
SuperIntelligence - Robotics - Safety & Alignment·2025Open Access
Guiding LLM Decision-Making with Fairness Reward Models
arXiv (Cornell University)·2025Open Access
QuEst: Enhancing Estimates of Quantile-Based Distributional Measures Using Model Predictions
ArXiv.org·2025Open Access
Towards Effective Discrimination Testing for Generative AI
2025
Replay Can Provably Increase Forgetting
arXiv (Cornell University)·2025Open Access
Towards Safety Reasoning in LLMs: AI-agentic Deliberation for Policy-embedded CoT Data Creation
arXiv (Cornell University)·2025Open Access
Schemex: Interactive Structural Abstraction from Examples with Contrastive Refinement
arXiv (Cornell University)·2025Open Access
Adaptive Elicitation of Latent Information Using Natural Language
arXiv (Cornell University)·2025Open Access
Towards Safety Reasoning in LLMs: AI-agentic Deliberation for Policy-embedded CoT Data Creation
2025Open Access
Towards Effective Discrimination Testing for Generative AI
arXiv (Cornell University)·2024Open Access
Controlling the World by Sleight of Hand
Lecture notes in computer science·2024· 1 cited
Attribute Controlled Fine-tuning for Large Language Models: A Case Study on Detoxification
arXiv (Cornell University)·2024Open Access
Improving Predictor Reliability with Selective Recalibration
arXiv (Cornell University)·2024Open Access
Controlling the World by Sleight of Hand
arXiv (Cornell University)·2024Open Access
Whiteboard-of-Thought: Thinking Step-by-Step Across Modalities
arXiv (Cornell University)·2024Open Access
Integrating Present and Past in Unsupervised Continual Learning
arXiv (Cornell University)·2024Open Access
Toward Informal Language Processing: Knowledge of Slang in Large Language Models
arXiv (Cornell University)·2024· 1 citedOpen Access
page 1 of 15Next →

Frequent Co-authors

Kevin Swersky(7), Yujia Li(7), Raquel Urtasun(7), Ryan Kiros(6), Max Welling(6), Toniann Pitassi(5), Ruslan Salakhutdinov(5), Peter Dayan(5), Mengye Ren(5), Michael C. Mozer(4), Alexandre Pouget(4), Christos Louizos(4), Jake Snell(3), Marlene Behrmann(3), David Madras(3), Elliot Creager(3), Jörn-Henrik Jacobsen(2), Geoffrey E. Hinton(2), Xuming He(2), Miguel Á. Carreira-Perpiñán(2)