HPT++: Hierarchically Prompting Vision-Language Models with Multi-Granularity Knowledge Generation and Improved Structure Modeling Aug 27, 2024 Domain Generalization Prompt Engineering
Code Code Available PointDGMamba: Domain Generalization of Point Cloud Classification via Generalized State Space Model Aug 24, 2024 Denoising Domain Generalization
Code Code Available NuSegDG: Integration of Heterogeneous Space and Gaussian Kernel for Domain-Generalized Nuclei Segmentation Aug 21, 2024 Decoder Domain Generalization
Code Code Available Task-level Distributionally Robust Optimization for Large Language Model-based Dense Retrieval Aug 20, 2024 Domain Generalization Language Modeling
Code Code Available MePT: Multi-Representation Guided Prompt Tuning for Vision-Language Model Aug 19, 2024 Domain Generalization Language Modeling
— Unverified Learning Fair Invariant Representations under Covariate and Correlation Shifts Simultaneously Aug 18, 2024 Domain Generalization Fairness
— Unverified StylePrompter: Enhancing Domain Generalization with Test-Time Style Priors Aug 17, 2024 Domain Generalization
— Unverified Cross-Species Data Integration for Enhanced Layer Segmentation in Kidney Pathology Aug 17, 2024 Data Integration Domain Generalization
Code Code Available Zero-shot 3D Segmentation of Abdominal Organs in CT Scans Using Segment Anything Model 2: Adapting Video Tracking Capabilities for 3D Medical Imaging Aug 12, 2024 Domain Generalization Segmentation
— Unverified Robust Domain Generalization for Multi-modal Object Recognition Aug 11, 2024 Domain Generalization Multi-Label Classification
— Unverified CROCODILE: Causality aids RObustness via COntrastive DIsentangled LEarning Aug 9, 2024 Contrastive Learning Deep Learning
Code Code Available Zero-shot Factual Consistency Evaluation Across Domains Aug 7, 2024 Domain Generalization Natural Language Inference
Code Code Available PushPull-Net: Inhibition-driven ResNet robust to image corruptions Aug 7, 2024 Data Augmentation Domain Generalization
Code Code Available Mixstyle-Entropy: Domain Generalization with Causal Intervention and Perturbation Aug 7, 2024 Domain Generalization
Code Code Available Synthesizing Text-to-SQL Data from Weak and Strong LLMs Aug 6, 2024 Domain Generalization Text to SQL
— Unverified Lesion Elevation Prediction from Skin Images Improves Diagnosis Aug 5, 2024 Color Constancy Domain Generalization
Code Code Available AMAES: Augmented Masked Autoencoder Pretraining on Public Brain MRI Data for 3D-Native Segmentation Aug 1, 2024 3D Semantic Segmentation Domain Generalization
Code Code Available ControlMLLM: Training-Free Visual Prompt Learning for Multimodal Large Language Models Jul 31, 2024 Domain Generalization Prompt Learning
Code Code Available Model Attribution in LLM-Generated Disinformation: A Domain Generalization Approach with Supervised Contrastive Learning Jul 31, 2024 Contrastive Learning Domain Generalization
— Unverified VolDoGer: LLM-assisted Datasets for Domain Generalization in Vision-Language Tasks Jul 29, 2024 Deep Learning Domain Generalization
— Unverified Reducing Spurious Correlation for Federated Domain Generalization Jul 27, 2024 Domain Generalization Federated Learning
— Unverified Boosting Cross-Domain Point Classification via Distilling Relational Priors from 2D Transformers Jul 26, 2024 Domain Adaptation Domain Generalization
Code Code Available Learning Spectral-Decomposed Tokens for Domain Generalized Semantic Segmentation Jul 26, 2024 Domain Generalization Semantic Segmentation
Code Code Available Weighted Risk Invariance: Domain Generalization under Invariant Feature Shift Jul 25, 2024 Domain Generalization Out-of-Distribution Generalization
Code Code Available Domain Generalized Recaptured Screen Image Identification Using SWIN Transformer Jul 24, 2024 Data Augmentation Domain Generalization
— Unverified 