Publications

Improving Fairness using Vision-Language Driven Image Augmentation

SpectralCLIP: Preventing Artifacts in Text-Guided Style Transfer from a Spectral Perspective

StyLIP: Multi-Scale Style-Conditioned Prompt Learning for CLIP-based Domain Generalization

FedVQA: Personalized Federated Visual Question Answering over Heterogeneous Scenes

Multi-Domain Lifelong Visual Question Answering via Self-Critical Distillation

Attribute-preserving Face Dataset Anonymization via Latent Code Optimization

AutoLabel: CLIP-based framework for Open-set Video Domain Adaptation

Dynamic Conceptional Contrastive Learning for Generalized Category Discovery

Dynamically Instance-Guided Adaptation: A Backward-Free Approach for Test-Time Domain Adaptive Semantic Segmentation

Masked Jigsaw Puzzle: A Versatile Position Embedding for Vision Transformers

Novel Class Discovery for 3D Point Cloud Semantic Segmentation

Quantum Multi-Model Fitting

PI-Trans: Parallel-ConvMLP and Implicit-Transformation Based GAN for Cross-View Image Translation

A soft nearest-neighbor framework for continual semi-supervised learning

Householder Projector for Unsupervised Latent Semantics Discovery

Image-free Classifier Injection for Zero-Shot Classification

Iterative Superquadric Recomposition of 3D Objects from Multiple Views

Object-aware Gaze Target Detection

On the Effectiveness of LayerNorm Tuning for Continual Learning in Vision Transformers

PDiscoNet: Semantically consistent part discovery for fine-grained recognition

ProbVLM: Probabilistic Adapter for Frozen Vison-Language Models

StylerDALLE: Language-Guided Style Transfer Using a Vector-Quantized Tokenizer of a Large-Scale Generative Model

The Unreasonable Effectiveness of Large Language-Vision Models for Source-free Video Domain Adaptation

Walking Your LiDOG: A Journey Through Multiple Domains for LiDAR Semantic Segmentation