Hieu Le
30 papers · 2012–2026 · 9 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+7 more ↓ Show less ↑
πΊοΈ Taxonomy Completionist (56) π Academic Marathon Β· Half π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π€ Dynamic Duo (16)
π§¬
Topic Evolution
ποΈ
Keyword Collector
(119)
π₯
Unstoppable Β· Bronze
β‘
Prolific Year Β· Productive
π
Conference Pioneer
π
Renaissance Researcher
(5)
π
Century Club Β· Bronze
Top co-authors
Research topics
Machine Learning
(17)
Deep Learning
(15)
Computer Vision
(13)
Learning Types Β· Machine Learning
(10)
Analysis
(8)
Core Methods
(7)
Learning Types Β· Deep Learning
(7)
Models
(7)
Artificial Intelligence
(6)
Application Areas
(6)
Processing
(6)
Core AI
(4)
Architectures
(3)
Learning Paradigms
(3)
Generation
(2)
Keywords
object counting
(3)
image restoration
(2)
data augmentation
(2)
variational autoencoder
(2)
few-shot learning
(2)
contrastive learning
(2)
feature generation
(2)
conditional generation
(2)
diffusion model
(2)
zero-shot learning
(2)
semantic segmentation
(2)
class-agnostic counting
(2)
shadow removal
(2)
few-shot classification
(2)
transfer learning
(1)
variational inference
(1)
image segmentation
(1)
domain generalization
(1)
robotic manipulation
(1)
3d reconstruction
(1)
Papers
CORA: Consistency-Guided Semi-Supervised Framework for Reasoning Segmentation
WACV 2026
MS-Temba: Multi-Scale Temporal Mamba for Understanding Long Untrimmed Videos
CVPR 2026
Personalized Image Descriptions from Attention Sequences
CVPR 2026
Counting Stacked Objects
ICCV 2025
Enhancing Compositional Text-to-Image Generation with Reliable Random Seeds
ICLR 2025
Few-shot Personalized Scanpath Prediction
CVPR 2025
Importance-Based Token Merging for Efficient Image and Video Generation
ICCV 2025
Learning to Count from Pseudo-Labeled Segmentation
WACV 2025
Pairwise-Constrained Implicit Functions for 3D Human Heart Modeling
MICCAI 2025
QT-DoG: Quantization-Aware Training for Domain Generalization
ICML 2025
Shadow Removal Refinement via Material-Consistent Shadow Edges
WACV 2025
Assessing Sample Quality via the Latent Space of Generative Models
ECCV 2024
Beyond Pixels: Semi-Supervised Semantic Segmentation with a Multi-scale Patch-based Multi-Label Classifier
ECCV 2024
Enabling Uncertainty Estimation in Iterative Neural Networks
ICML 2024
Generating Anatomically Accurate Heart Structures via Neural Implicit Fields
MICCAI 2024
Language-driven Grasp Detection
CVPR 2024
Neural Surface Detection for Unsigned Distance Fields
ECCV 2024
Weighting Pseudo-Labels via High-Activation Feature Index Similarity and Object Detection for Semi-Supervised Segmentation
ECCV 2024
EmbryosFormer: Deformable Transformer and Collaborative Encoding-Decoding for Embryos Stage Development Classification
WACV 2023
Generating Features With Increased Crop-Related Diversity for Few-Shot Object Detection
CVPR 2023
Zero-Shot Object Counting
CVPR 2023
Generating Representative Samples for Few-Shot Classification
CVPR 2022
Semi-supervised Adversarial Text Generation based on Seq2Seq models
EMNLP 2022
Variational Feature Disentangling for Fine-Grained Few-Shot Classification
ICCV 2021
From Shadow Segmentation to Shadow Removal
ECCV 2020
Shadow Removal via Shadow Image Decomposition
ICCV 2019
A+D Net: Training a Shadow Detector with Adversarial Shadow Attenuation
ECCV 2018
Iterative Crowd Counting
ECCV 2018
Efficient Video Segmentation Using Parametric Graph Partitioning
ICCV 2015
Tweet Ranking Based on Heterogeneous Networks
COLING 2012