Zhen Cheng
14 papers · 2021–2026 · 5 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (32) π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π£ Hot Topic Early Bird π Interdisciplinary Bridge Β· Gold
π§¬
Topic Evolution
π
Keyword Champion
(2)
π₯
Unstoppable Β· Bronze
ποΈ
Keyword Collector
(65)
π
Century Club Β· Bronze
Venues
Top co-authors
Research topics
Deep Learning
(8)
Machine Learning
(8)
Computer Vision
(6)
Learning Types Β· Machine Learning
(6)
Learning Types Β· Deep Learning
(4)
Processing
(4)
Artificial Intelligence
(3)
Analysis
(3)
Application Areas
(3)
Core AI
(3)
Architectures
(2)
Core Methods
(2)
Optimization & Theory
(2)
Techniques
(2)
Computer Science
(1)
Keywords
out-of-distribution detection
(3)
confidence calibration
(2)
spike camera
(2)
representation learning
(2)
neural network
(2)
misclassification detection
(2)
metric learning
(1)
feature extraction
(1)
zero-shot learning
(1)
domain adaptation
(1)
domain generalization
(1)
knowledge distillation
(1)
data augmentation
(1)
sequence representation
(1)
catastrophic forgetting
(1)
class-incremental learning
(1)
video super-resolution
(1)
few-shot learning
(1)
prompt learning
(1)
depth estimation
(1)
Papers
Bridging the Modality Reliability Gap in Drug-Target Interaction Prediction via a Confidence-aware Multimodal Fusion Framework
AAAI 2026
Spike Imaging Velocimetry: Dense Motion Estimation of Fluids Using Spike Streams
AAAI 2026
Local-Prompt: Extensible Local Prompts for Few-Shot Out-of-Distribution Detection
ICLR 2025
Intensity-Robust Autofocus for Spike Camera
CVPR 2024
RCL: Reliable Continual Learning for Unified Failure Detection
CVPR 2024
Adaptive Sparse Pairwise Loss for Object Re-Identification
CVPR 2023
OpenMix: Exploring Outlier Samples for Misclassification Detection
CVPR 2023
Degradation-Agnostic Correspondence From Resolution-Asymmetric Stereo
CVPR 2022
MuLUT: Cooperating Multiple Look-Up Tables for Efficient Image Super-Resolution
ECCV 2022
Rethinking Confidence Calibration for Failure Prediction
ECCV 2022
Towards Real-World HDRTV Reconstruction: A Data Synthesis-Based Approach
ECCV 2022
Class-Incremental Learning via Dual Augmentation
NeurIPS 2021
Light Field Super-Resolution With Zero-Shot Learning
CVPR 2021
Space-Time Distillation for Video Super-Resolution
CVPR 2021