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Bernt Schiele

Papers
29

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29papers

Authored papers

29

More Images, More Problems? A Controlled Analysis of VLM Failure Modes

arXiv 2026

2026

KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models

arXiv 2025

2025

AnyUp: Universal Feature Upsampling

arXiv 2025

2025

Test-Time Visual In-Context Tuning

CVPR 2025 1

2025

PersonaHOI: Effortlessly Improving Personalized Face with Human-Object Interaction Generation

arXiv 2025

2025

LayerCake: Token-Aware Contrastive Decoding within Large Language Model Layers

arXiv 2025

2025

Discover-then-Name: Task-Agnostic Concept Bottlenecks via Automated Concept Discovery

arXiv 2024

2024

B-cosification: Transforming Deep Neural Networks to be Inherently Interpretable

arXiv 2024

2024

Good Teachers Explain: Explanation-Enhanced Knowledge Distillation

arXiv 2024

2024

GiT: Towards Generalist Vision Transformer through Universal Language Interface

arXiv 2024

2024

Number it: Temporal Grounding Videos like Flipping Manga

CVPR 2025 1

2024

Adaptive Hierarchical Certification for Segmentation using Randomized Smoothing

arXiv 2024

2024

TokenFormer: Rethinking Transformer Scaling with Tokenized Model Parameters

arXiv 2024

2024

DSVT: Dynamic Sparse Voxel Transformer with Rotated Sets

CVPR 2023 1

2023

HowToCaption: Prompting LLMs to Transform Video Annotations at Scale

arXiv 2023

2023

UniTR: A Unified and Efficient Multi-Modal Transformer for Bird's-Eye-View Representation

ICCV 2023 1

2023

Object-Centric Multiple Object Tracking

ICCV 2023 1

2023

Robustifying Token Attention for Vision Transformers

ICCV 2023 1

2023

Studying How to Efficiently and Effectively Guide Models with Explanations

studying-how-to-efficiently-and-effectively

2023

Learning by Sorting: Self-supervised Learning with Group Ordering Constraints

ICCV 2023 1

2023

Better Understanding Differences in Attribution Methods via Systematic Evaluations

arXiv 2023

2023

In-Style: Bridging Text and Uncurated Videos with Style Transfer for Text-Video Retrieval

ICCV 2023 1

2023

Unsupervised Open-Vocabulary Object Localization in Videos

ICCV 2023 1

2023

RBGNet: Ray-based Grouping for 3D Object Detection

CVPR 2022 1

2022

B-cos Networks: Alignment is All We Need for Interpretability

CVPR 2022 1

2022

USB: A Unified Semi-supervised Learning Benchmark for Classification

arXiv 2022

2022

Adversarial Training against Location-Optimized Adversarial Patches

arXiv 2020

2020

Multimodal Explanations: Justifying Decisions and Pointing to the Evidence

multimodal-explanations-justifying-decisions-1

2018

Neural Body Fitting: Unifying Deep Learning and Model-Based Human Pose and Shape Estimation

arXiv 2018

2018

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10

from 29 papers