Benlin Liu
12 papers · 2020–2026 · 6 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 ↓+2 more ↓ Show less ↑
π Interdisciplinary Bridge Β· Bronze π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (26) π£ Hot Topic Early Bird
π
Century Club Β· Bronze
ποΈ
Keyword Collector
(50)
Top co-authors
Research topics
Deep Learning
(5)
Machine Learning
(5)
Artificial Intelligence
(4)
Core AI Β· Artificial Intelligence
(4)
Computer Vision
(3)
Analysis
(3)
Models
(3)
Application Areas
(2)
Architectures
(2)
Core Methods
(2)
Learning Types
(2)
Natural Language Processing
(1)
Robotics
(1)
Capabilities
(1)
Core AI Β· Computer Vision
(1)
Keywords
domain adaptation
(2)
vision-language model
(2)
text-to-image generation
(2)
video understanding
(2)
feature extraction
(1)
visual perception
(1)
vision transformer
(1)
data valuation
(1)
optimal transport
(1)
self-supervised learning
(1)
temporal reasoning
(1)
multimodal learning
(1)
point cloud
(1)
depth estimation
(1)
efficient inference
(1)
visual question answering
(1)
object detection
(1)
scene graph
(1)
vision-language navigation
(1)
semantic segmentation
(1)
Papers
CapNav: Benchmarking Vision Language Models on Capability-conditioned Indoor Navigation
CVPR 2026
Coarse Correspondences Boost Spatial-Temporal Reasoning in Multimodal Language Model
CVPR 2025
GMValuator: Similarity-based Data Valuation for Generative Models
ICLR 2025
Interleaved Scene Graphs for Interleaved Text-and-Image Generation Assessment
ICLR 2025
Efficient Inference of Vision Instruction-Following Models with Elastic Cache
ECCV 2024
TIFA: Accurate and Interpretable Text-to-Image Faithfulness Evaluation with Question Answering
ICCV 2023
Unleashing Text-to-Image Diffusion Models for Visual Perception
ICCV 2023
DynamicViT: Efficient Vision Transformers with Dynamic Token Sparsification
NeurIPS 2021
Multi-Proxy Wasserstein Classifier for Image Classification
AAAI 2021
RandomRooms: Unsupervised Pre-Training From Synthetic Shapes and Randomized Layouts for 3D Object Detection
ICCV 2021
Robust Object Detection via Instance-Level Temporal Cycle Confusion
ICCV 2021
MetaDistiller: Network Self-Boosting via Meta-Learned Top-Down Distillation
ECCV 2020