CVPR 2025 Past Other

Second Workshop on Visual Concepts

VisCon 2025

Submission deadline
Apr 16, 2025, 08:00 UTC
imported from OpenReview — check the website for extensions
Submission portal
OpenReview
Notes
Auto-imported from the OpenReview venue record on 2026-06-10 — please verify and enrich (topics are keyword-guessed).

Accepted papers (34)

Fetched from OpenReview (v2) on 2026-06-10.

  1. BAR: Probing Brain Encoders with Concept-Based Explanations

    Huadi Wang, Weihao Xia, Cengiz Oztireli · PDF
  2. Beyond Accuracy: Metrics that Uncover What Makes a 'Good' Visual Descriptor

    Ethan Lin, Linxi Zhao, Atharva Sehgal, Jennifer J. Sun · PDF
  3. Beyond Language Priors: Enhancing Visual Comprehension and Attention in MLLMs

    Aarti Ghatkesar, Uddeshya Upadhyay, Ganesh Venkatesh · PDF
  4. Can generative models generate novel objects the same as familiar objects?

    Zhaokun Xue, Chang Ye, Gamaleldin Fathy Elsayed, Junfeng He · PDF
  5. Can Visual Encoder Learn to See Arrows?

    Naoyuki Terashita, Yusuke Tozaki, HIDEAKI OMOTE, Kha Cong Nguyen, Ryosuke Nakamoto, Yuta Koreeda, Hiroaki Ozaki · PDF
  6. CapeLLM: Support-Free Category-Agnostic Pose Estimation with Multimodal Large Language Models

    Junho Kim, Hyungjin Chung, Byung-Hoon Kim · PDF
  7. COMPACT: COMPositional Atomic-to-Complex Visual Capability Tuning

    Xindi Wu, Hee Seung Hwang, Polina Kirichenko, Olga Russakovsky · PDF
  8. ConceptAttention: Diffusion Transformers Learn Highly Interpretable Features

    Alec Helbling, Tuna Han Salih Meral, Benjamin Hoover, Pinar Yanardag, Duen Horng Chau · PDF
  9. Contrastive Mean-Shift Learning for Generalized Category Discovery

    Sua Choi, Dahyun Kang, Minsu Cho · PDF
  10. Coreset Selection via LLM-based Concept Bottlenecks

    Akshay Mehra, Trisha Mittal, Subhadra Gopalakrishnan, Joshua Kimball · PDF
  11. Dictionary-based Framework for Interpretable and Consistent Object Parsing

    Tiezheng Zhang, Qihang Yu, Alan Yuille, Ju He · PDF
  12. Disentangled Latent Spaces Facilitate Data-Driven Auxiliary Learning

    Geri Skenderi, Luigi Capogrosso, Andrea Toaiari, Matteo Denitto, Franco Fummi, Simone Melzi · PDF
  13. Emergence and Evolution of Interpretable Concepts in Diffusion Models Through the Lens of Sparse Autoencoders

    Berk Tinaz, Zalan Fabian, Mahdi Soltanolkotabi · PDF
  14. GaussianVAE: Adaptive Learning Dynamics of 3D Gaussians for High-Fidelity Super-Resolution

    Shuja Khalid, Mohamed Ibrahim, Yang Liu · PDF
  15. HyperVLM: Hyperbolic Space Guided Vision Language Modeling for Hierarchical Multi-Modal Understanding

    Sarthak Srivastava, Kathy Wu · PDF
  16. Learning Hierarchically using Formal Concepts

    Deepika Vemuri, Sayanta Adhikari, Ankit Saha, Vineeth N. Balasubramanian · PDF
  17. Learning reusable concepts across different video understanding tasks

    Simone Alberto Peirone, Francesca Pistilli, Antonio Alliegro, Tatiana Tommasi, Giuseppe Averta · PDF
  18. Memory-Modular Classification: Novel-Class Generalization with Web-Crawled Memory

    Dahyun Kang, Ahmet Iscen, Eunchan Jo, Sua Choi, Minsu Cho, Cordelia Schmid · PDF
  19. On Achieving Perfect Multimodal Alignment

    Abhi Kamboj, Minh N. Do · PDF
  20. PartComposer: Composing Part-Level Concepts from Single-Image Examples

    Junyu Liu, R. Kenny Jones, Daniel Ritchie · PDF
  21. Physical Rule-Guided Convolutional Neural Network

    kishor datta gupta, Marufa Kamal, Rakib Hossain Rifat, Mohd Ariful Haque, Roy George · PDF
  22. ProtoDepth: Unsupervised Continual Depth Completion with Prototypes

    Patrick Rim, Hyoungseob Park, Suchisrit Gangopadhyay, Ziyao Zeng, Younjoon Chung, Alex Wong · PDF
  23. Pruning Visual Concepts for Efficient and Interpretable Transfer Learning

    Zichao Li, Zong Ke · PDF
  24. Quantifying Interpretability in CLIP Models with Concept Consistency

    Avinash Madasu, Vasudev Lal, Phillip Howard · PDF
  25. Seeing What Tastes Good: Revisiting Multimodal Distributional Semantics in the Billion Parameter Era

    Dan Oneata, Desmond Elliott, Stella Frank · PDF
  26. Sequentially Acquiring Concept Knowledge to Guide Continual Learning

    Shivanand Kundargi, Kowshik Thopalli, Tejas Gokhale · PDF
  27. SGBD: Sharpness-Aware Mirror Gradient with BLIP-Based Denoising for Robust Multimodal Product Recommendation

    Sarthak Srivastava, Kathy Wu · PDF
  28. SSCA: SigLIP-2 Sonar Concept Alignment

    Trevor Brokowski, Alexandre Sallinen, Mary-Anne Hartley · PDF
  29. Text Slider: Efficient and Precise Concept Control for Video Generation and Editing via LoRA Adapters

    Pin-Yen Chiu, I-Sheng Fang, Jun-Cheng Chen · PDF
  30. Towards Unified Benchmark and Models for Multi-Modal Perceptual Metrics

    Sara Ghazanfari, Siddharth Garg, Nicolas Flammarion, Prashanth Krishnamurthy, Farshad Khorrami, Francesco Croce · PDF
  31. Unsupervised Training of Vision Transformers with Synthetic Negatives

    Nikolaos Giakoumoglou, Andreas Floros, Kleanthis Marios Papadopoulos, Tania Stathaki · PDF
  32. Vision language models have difficulty recognizing virtual objects

    Tyler Tran, Sangeet S. Khemlani, J. Gregory Trafton · PDF
  33. What's in a Latent? Leveraging Diffusion Latent Space for Domain Generalization

    Xavier Thomas, Deepti Ghadiyaram · PDF
  34. Where Do Erased Concepts Go in Diffusion Models?

    Kevin Lu, Nicky Kriplani, Rohit Gandikota, Minh Pham, David Bau, Chinmay Hegde, Niv Cohen · PDF