Daniel Freedman
12 papers · 2014–2026 · 7 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (34)
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Century Club · Bronze
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Prolific Year · Productive
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Research topics
Machine Learning
(10)
Computer Vision
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Deep Learning
(4)
Core Methods
(4)
Models
(4)
Optimization & Theory
(4)
Artificial Intelligence
(3)
Core AI
(3)
Learning Types
(3)
Processing
(3)
Mathematics & Optimization
(2)
Analysis
(2)
Application Areas
(2)
Computer Science
(1)
Healthcare & Medicine
(1)
Keywords
ordinary differential equation
(2)
generative adversarial network
(2)
image classification
(1)
image restoration
(1)
weakly supervised learning
(1)
speech synthesis
(1)
semantic analysis
(1)
generative model
(1)
video understanding
(1)
low-rank approximation
(1)
random walk
(1)
singular value decomposition
(1)
classification accuracy
(1)
early stopping
(1)
determinantal point process
(1)
information retrieval
(1)
diffusion model
(1)
convergence guarantee
(1)
dynamical system
(1)
conformal prediction
(1)
Papers
SVD-NO: Learning PDE Solution Operators with SVD Integral Kernels
AAAI 2026
A Theoretical Framework for an Efficient Normalizing Flow-Based Solution to the Electronic Schrödinger Equation
AAAI 2025
Early Time Classification with Accumulated Accuracy Gap Control
ICML 2024
Looks Too Good To Be True: An Information-Theoretic Analysis of Hallucinations in Generative Restoration Models
NeurIPS 2024
On the Semantic Latent Space of Diffusion-Based Text-To-Speech Models
ACL 2024
Random Walks for Temporal Action Segmentation With Timestamp Supervision
WACV 2024
Streamlining Conformal Information Retrieval via Score Refinement
EMNLP 2024
12-Lead ECG Reconstruction via Koopman Operators
ICML 2021
ECG ODE-GAN: Learning Ordinary Differential Equations of ECG Dynamics via Generative Adversarial Learning
AAAI 2021
It Has Potential: Gradient-Driven Denoisers for Convergent Solutions to Inverse Problems
NeurIPS 2021
SimGANs: Simulator-Based Generative Adversarial Networks for ECG Synthesis to Improve Deep ECG Classification
ICML 2020
Discriminative Ferns Ensemble for Hand Pose Recognition
CVPR 2014