Karren Yang
10 papers · 2017–2024 · 7 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (31)
π§¬
Topic Evolution
ποΈ
Keyword Collector
(61)
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Century Club Β· Bronze
π₯
Unstoppable Β· Bronze
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Renaissance Researcher
(6)
Top co-authors
Research topics
Artificial Intelligence
(6)
Machine Learning
(6)
Core AI
(6)
Deep Learning
(5)
Learning Types Β· Deep Learning
(4)
Learning Types Β· Machine Learning
(4)
Computer Vision
(3)
Speech & Audio
(2)
Architectures
(2)
Generation
(2)
Models
(2)
Synthesis
(2)
Healthcare & Medicine
(1)
Knowledge & Reasoning
(1)
Mathematics & Optimization
(1)
Keywords
causal discovery
(3)
interventional data
(3)
directed acyclic graph
(2)
multimodal learning
(2)
action recognition
(1)
image generation
(1)
contrastive learning
(1)
structure learning
(1)
adversarial robustness
(1)
source separation
(1)
source localization
(1)
self-supervised learning
(1)
knowledge distillation
(1)
speech synthesis
(1)
audio-visual learning
(1)
model security
(1)
efficient inference
(1)
speech enhancement
(1)
multi-scale analysis
(1)
adversarial learning
(1)
Papers
FastSR-NeRF: Improving NeRF Efficiency on Consumer Devices With a Simple Super-Resolution Pipeline
WACV 2024
Novel-view Acoustic Synthesis From 3D Reconstructed Rooms
Interspeech 2024
Audio-Visual Speech Codecs: Rethinking Audio-Visual Speech Enhancement by Re-Synthesis
CVPR 2022
Camera Pose Estimation and Localization with Active Audio Sensing
ECCV 2022
Defending Multimodal Fusion Models Against Single-Source Adversaries
CVPR 2021
Mol2Image: Improved Conditional Flow Models for Molecule to Image Synthesis
CVPR 2021
Telling Left From Right: Learning Spatial Correspondence of Sight and Sound
CVPR 2020
ABCD-Strategy: Budgeted Experimental Design for Targeted Causal Structure Discovery
AISTATS 2019
Characterizing and Learning Equivalence Classes of Causal DAGs under Interventions
ICML 2018
Permutation-based Causal Inference Algorithms with Interventions
NeurIPS 2017