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Papers
3DAlign-DAER: Dynamic Attention Policy and Efficient Retrieval Strategy for Fine-grained 3D-Text Alignment at Scale
AAAI 2026
Active Learning for Animal Re-Identification with Ambiguity-Aware Sampling
AAAI 2026
A Dataset and Framework for Learning State-invariant Object Representations
WACV 2026
Angular Gradient Sign Method: Uncovering Vulnerabilities in Hyperbolic Networks
AAAI 2026
CLAY: Conditional Visual Similarity Modulation in Vision-Language Embedding Space
CVPR 2026
Collaborative Dual Representations for Semi-Supervised Partial Label Learning
AAAI 2026
Efficient Post-Training Refinement of Latent Reasoning in Large Language Models
AAAI 2026
From Semantics to Style: A Cross-Dataset Comparative Framework for Sentence Similarity Predictions
EACL 2026
Hierarchical Text Classification with LLM-Refined Taxonomies
EACL 2026
Is Sentiment Banana-Shaped? Exploring the Geometry and Portability of Sentiment Concept Vectors
EACL 2026
Learning the Latent Structure: A Feature-Centric Approach to Graph Data Augmentation
AAAI 2026
Measure The Feature Universe: Topology-based Pseudo Labeling and Gravity Consistency for Source-Free Domain Adaptation
CVPR 2026
OpenCowID: Zero-Shot Visual Identification of Dairy Cows
WACV 2026
ProtoGMVAE: A Variational Auto-Encoder with True Gaussian Mixture Prior for Prototypical-based Self-Explainability
WACV 2026
Reconstruction Attack-Resistant Inference Paradigm for LLM Cloud Services
AAAI 2026
SATTC: Structure-Aware Label-Free Test-Time Calibration for Cross-Subject EEG-to-Image Retrieval
CVPR 2026
Statistical Foundations of DIME: Risk Estimation for Practical Index Selection
EACL 2026
TRANSPORTER: Transferring Visual Semantics from VLM Manifolds
CVPR 2026
X-Sample Contrastive Loss: Improving Contrastive Learning with Sample Similarity Graphs
ICLR 2025
Adversarially Robust Out-of-Distribution Detection Using Lyapunov-Stabilized Embeddings
ICLR 2025
ALGEN: Few-shot Inversion Attacks on Textual Embeddings via Cross-Model Alignment and Generation
ACL 2025
An Analysis for Reasoning Bias of Language Models with Small Initialization
ICML 2025
ARNet: Self-Supervised FG-SBIR with Unified Sample Feature Alignment and Multi-Scale Token Recycling
AAAI 2025
Attributes Shape the Embedding Space of Face Recognition Models
ICML 2025
Beyond Confidence: Exploiting Homogeneous Pattern for Semi-Supervised Semantic Segmentation
ICML 2025