Daniel McDuff
27 papers · 2016–2025 · 12 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+13 more ↓ Show less ↑
π Conference Polyglot (12) π Academic Marathon (9) π§ Keyword Pioneer π Interdisciplinary Bridge π Cross-Pollinator (13)
π
Cross-Pollinator
(13)
π
Renaissance Researcher
(8)
πΊοΈ
Taxonomy Completionist
(52)
π§¬
Topic Evolution
π€
Dynamic Duo
(11)
π
Keyword Champion
(4)
π
Grand Slam
β‘
Prolific Year
(5)
π
Conference Pioneer
π
Century Club
(27)
ποΈ
Keyword Collector
(114)
π₯
Unstoppable
(8)
β
The Questioner
Conferences
NIPS (6)
ICLR (5)
EMNLP (3)
WACV (3)
ACL (2)
ICCV (2)
AAAI (1)
CLEAR (1)
ECCV (1)
ICML (1)
IJCAI (1)
INTERSPEECH (1)
Top co-authors
Keywords
remote photoplethysmography
(5)
physiological measurement
(4)
multi-agent system
(2)
clinical reasoning
(2)
large language model
(2)
statistical inference
(1)
temporal modeling
(1)
benchmark evaluation
(1)
self-supervised learning
(1)
style transfer
(1)
data augmentation
(1)
speech synthesis
(1)
document summarization
(1)
text generation
(1)
multi-task learning
(1)
multi-modal learning
(1)
emotion recognition
(1)
causal discovery
(1)
human pose estimation
(1)
multimodal learning
(1)
Papers
Substance over Style: Evaluating Proactive Conversational Coaching Agents
ACL 2025
Scaling Wearable Foundation Models
ICLR 2025
BehaviorSFT: Behavioral Token Conditioning for Health Agents Across the Proactivity Spectrum
EMNLP 2025
Motion Matters: Neural Motion Transfer for Better Camera Physiological Measurement
WACV 2024
MDAgents: An Adaptive Collaboration of LLMs for Medical Decision-Making
NIPS 2024
What Are the Odds? Language Models Are Capable of Probabilistic Reasoning
EMNLP 2024
Position: Standardization of Behavioral Use Clauses is Necessary for the Adoption of Responsible Licensing of AI
ICML 2024
BigSmall: Efficient Multi-Task Learning for Disparate Spatial and Temporal Physiological Measurements
WACV 2024
EfficientPhys: Enabling Simple, Fast and Accurate Camera-Based Cardiac Measurement
WACV 2023
SimPer: Simple Self-Supervised Learning of Periodic Targets
ICLR 2023
Logical Transformers: Infusing Logical Structures into Pre-Trained Language Models
ACL 2023
rPPG-Toolbox: Deep Remote PPG Toolbox
NIPS 2023
SCAMPS: Synthetics for Camera Measurement of Physiological Signals
NIPS 2022
CausalCity: Complex Simulations with Agency for Causal Discovery and Reasoning
CLEAR 2022
DOC2PPT: Automatic Presentation Slides Generation from Scientific Documents
AAAI 2022
Active Contrastive Learning of Audio-Visual Video Representations
ICLR 2021
The Benefit of Distraction: Denoising Camera-Based Physiological Measurements Using Inverse Attention
ICCV 2021
NICE: Neural Image Commenting with Empathy
EMNLP 2021
Contrastive Learning of Global and Local Video Representations
NIPS 2021
Multi-Reference Neural TTS Stylization with Adversarial Cycle Consistency
INTERSPEECH 2020
Multi-Task Temporal Shift Attention Networks for On-Device Contactless Vitals Measurement
NIPS 2020
Unpaired Image-to-Speech Synthesis With Multimodal Information Bottleneck
ICCV 2019
Neural TTS Stylization with Adversarial and Collaborative Games
ICLR 2019
Visceral Machines: Risk-Aversion in Reinforcement Learning with Intrinsic Physiological Rewards
ICLR 2019
Characterizing Bias in Classifiers using Generative Models
NIPS 2019
DeepPhys: Video-Based Physiological Measurement Using Convolutional Attention Networks
ECCV 2018
Driver Frustration Detection from Audio and Video in the Wild
IJCAI 2016