논문

LiftConsensus

Lifting 2D Change Evidence into 3D via Multi-View Spatial Consensus for Retail Change Detection

PatchGate

Narrowing the Verbalization Gap with Intrinsic Object Inventories in Frozen Vision-Language Models

GeneRAG

A Retrieval-Augmented Framework for Spatially Resolved Gene Expression Prediction

One Click per Cell Type Suffices

One Click per Cell Type Suffices: Training-free Group Interaction for Cell Instance Segmentation

On the Collapse of Generative Paths

On the Collapse of Generative Paths: A Criterion and Correction for Diffusion Steering

EraseLoRA

MLLM-Driven Foreground Exclusion and Background Subtype Aggregation for Dataset-Free Object Removal

ISAC

Training-Free Instance-to-Semantic Attention Control for Multi-Instance Generation

TRACE(구 DiffEGG)

Your Diffusion Model is Secretly an Instance Edge Detector (구 Diffusion-Driven Edge Generation for Unsupervised Instance Segmentation and Beyond )

ELECT

Early Timestep Zero-Shot Candidate Selection for Instruction-Guided Image Editing

COIN

Confidence Score-Guided Distillation for Annotation-Free Cell Segmentation

DHR

Dual Features-Driven Hierarchical Rebalancing in Inter- and Intra-Class Regions for Weakly-Supervised Semantic Segmentation

TTD

Text-Tag Self-Distillation Enhancing Image-Text Alignment in CLIP to Alleviate Single Tag Bias

MARS

Model-agnostic Biased Object Removal without Additional Supervision for Weakly-Supervised Semantic Segmentation

RS+EPM

RecurSeed and EdgePredictMix: Pseudo-Label Refinement Learning for Weakly Supervised Semantic Segmentation across Single- and Multi-Stage Frameworks

Puzzle-CAM

Improved localization via matching partial and full features