Less is More: Discovering Concise Network Explanations
Fuente:
arXiv
Saved in:
| Main Authors: | Kondapaneni, Neehar, Marks, Markus, Mac Aodha, Oisin, Perona, Pietro |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Representational Difference Explanations
by: Kondapaneni, Neehar, et al.
Published: (2025)
by: Kondapaneni, Neehar, et al.
Published: (2025)
Representational Similarity via Interpretable Visual Concepts
by: Kondapaneni, Neehar, et al.
Published: (2025)
by: Kondapaneni, Neehar, et al.
Published: (2025)
A Number Sense as an Emergent Property of the Manipulating Brain
by: Kondapaneni, Neehar, et al.
Published: (2020)
by: Kondapaneni, Neehar, et al.
Published: (2020)
Text-image Alignment for Diffusion-based Perception
by: Kondapaneni, Neehar, et al.
Published: (2023)
by: Kondapaneni, Neehar, et al.
Published: (2023)
A Closer Look at Benchmarking Self-Supervised Pre-training with Image Classification
by: Marks, Markus, et al.
Published: (2024)
by: Marks, Markus, et al.
Published: (2024)
SAOR: Single-View Articulated Object Reconstruction
by: Aygün, Mehmet, et al.
Published: (2023)
by: Aygün, Mehmet, et al.
Published: (2023)
Interpretable Text-Guided Image Clustering via Iterative Search
by: Zhao, Bingchen, et al.
Published: (2025)
by: Zhao, Bingchen, et al.
Published: (2025)
Improving Semantic Correspondence with Viewpoint-Guided Spherical Maps
by: Mariotti, Octave, et al.
Published: (2023)
by: Mariotti, Octave, et al.
Published: (2023)
SAVeD: Learning to Denoise Low-SNR Video for Improved Downstream Performance
by: Stathatos, Suzanne, et al.
Published: (2025)
by: Stathatos, Suzanne, et al.
Published: (2025)
Diffusion-Based Action Recognition Generalizes to Untrained Domains
by: Guimaraes, Rogerio, et al.
Published: (2025)
by: Guimaraes, Rogerio, et al.
Published: (2025)
Labeled Data Selection for Category Discovery
by: Zhao, Bingchen, et al.
Published: (2024)
by: Zhao, Bingchen, et al.
Published: (2024)
Learning Keypoints for Multi-Agent Behavior Analysis using Self-Supervision
by: Khalil, Daniel, et al.
Published: (2024)
by: Khalil, Daniel, et al.
Published: (2024)
DepthCues: Evaluating Monocular Depth Perception in Large Vision Models
by: Danier, Duolikun, et al.
Published: (2024)
by: Danier, Duolikun, et al.
Published: (2024)
Enhancing 2D Representation Learning with a 3D Prior
by: Aygün, Mehmet, et al.
Published: (2024)
by: Aygün, Mehmet, et al.
Published: (2024)
Jamais Vu: Exposing the Generalization Gap in Supervised Semantic Correspondence
by: Mariotti, Octave, et al.
Published: (2025)
by: Mariotti, Octave, et al.
Published: (2025)
VesselSDF: Distance Field Priors for Vascular Network Reconstruction
by: Esposito, Salvatore, et al.
Published: (2025)
by: Esposito, Salvatore, et al.
Published: (2025)
MotionPhysics: Learnable Motion Distillation for Text-Guided Simulation
by: Wang, Miaowei, et al.
Published: (2026)
by: Wang, Miaowei, et al.
Published: (2026)
CleverBirds: A Multiple-Choice Benchmark for Fine-grained Human Knowledge Tracing
by: Bossemeyer, Leonie, et al.
Published: (2025)
by: Bossemeyer, Leonie, et al.
Published: (2025)
Generating Binary Species Range Maps
by: Dorm, Filip, et al.
Published: (2024)
by: Dorm, Filip, et al.
Published: (2024)
View-Consistent Diffusion Representations for 3D-Consistent Video Generation
by: Danier, Duolikun, et al.
Published: (2025)
by: Danier, Duolikun, et al.
Published: (2025)
CrossSDF: 3D Reconstruction of Thin Structures From Cross-Sections
by: Walker, Thomas, et al.
Published: (2024)
by: Walker, Thomas, et al.
Published: (2024)
Sample-efficient Integration of New Modalities into Large Language Models
by: İnce, Osman Batur, et al.
Published: (2025)
by: İnce, Osman Batur, et al.
Published: (2025)
Click to Grasp: Zero-Shot Precise Manipulation via Visual Diffusion Descriptors
by: Tsagkas, Nikolaos, et al.
Published: (2024)
by: Tsagkas, Nikolaos, et al.
Published: (2024)
AirPlanes: Accurate Plane Estimation via 3D-Consistent Embeddings
by: Watson, Jamie, et al.
Published: (2024)
by: Watson, Jamie, et al.
Published: (2024)
WildSAT: Learning Satellite Image Representations from Wildlife Observations
by: Daroya, Rangel, et al.
Published: (2024)
by: Daroya, Rangel, et al.
Published: (2024)
Attentive Feature Aggregation or: How Policies Learn to Stop Worrying about Robustness and Attend to Task-Relevant Visual Cues
by: Tsagkas, Nikolaos, et al.
Published: (2025)
by: Tsagkas, Nikolaos, et al.
Published: (2025)
The Temporal Trap: Entanglement in Pre-Trained Visual Representations for Visuomotor Policy Learning
by: Tsagkas, Nikolaos, et al.
Published: (2025)
by: Tsagkas, Nikolaos, et al.
Published: (2025)
Vision Learners Meet Web Image-Text Pairs
by: Zhao, Bingchen, et al.
Published: (2023)
by: Zhao, Bingchen, et al.
Published: (2023)
BiMotion: B-spline Motion for Text-guided Dynamic 3D Character Generation
by: Wang, Miaowei, et al.
Published: (2026)
by: Wang, Miaowei, et al.
Published: (2026)
MVSAnywhere: Zero-Shot Multi-View Stereo
by: Izquierdo, Sergio, et al.
Published: (2025)
by: Izquierdo, Sergio, et al.
Published: (2025)
Linear Mechanisms for Spatiotemporal Reasoning in Vision Language Models
by: Kang, Raphi, et al.
Published: (2026)
by: Kang, Raphi, et al.
Published: (2026)
Single View Seafloor Recovery from Imaging Sonar via Differentiable Rendering
by: Brodjian, Sevan, et al.
Published: (2026)
by: Brodjian, Sevan, et al.
Published: (2026)
A Framework for Efficient Model Evaluation through Stratification, Sampling, and Estimation
by: Fogliato, Riccardo, et al.
Published: (2024)
by: Fogliato, Riccardo, et al.
Published: (2024)
Confidence Intervals for Error Rates in 1:1 Matching Tasks: Critical Statistical Analysis and Recommendations
by: Fogliato, Riccardo, et al.
Published: (2023)
by: Fogliato, Riccardo, et al.
Published: (2023)
GeoGen: Geometry-Aware Generative Modeling via Signed Distance Functions
by: Esposito, Salvatore, et al.
Published: (2024)
by: Esposito, Salvatore, et al.
Published: (2024)
On the Effect of Image Resolution on Semantic Segmentation
by: Singh, Ritambhara, et al.
Published: (2024)
by: Singh, Ritambhara, et al.
Published: (2024)
Feedforward Few-shot Species Range Estimation
by: Lange, Christian, et al.
Published: (2025)
by: Lange, Christian, et al.
Published: (2025)
Efficient and Concise Explanations for Object Detection with Gaussian-Class Activation Mapping Explainer
by: Nguyen, Quoc Khanh, et al.
Published: (2024)
by: Nguyen, Quoc Khanh, et al.
Published: (2024)
Is CLIP ideal? No. Can we fix it? Yes!
by: Kang, Raphi, et al.
Published: (2025)
by: Kang, Raphi, et al.
Published: (2025)
A Rapid Test for Accuracy and Bias of Face Recognition Technology
by: Knott, Manuel, et al.
Published: (2025)
by: Knott, Manuel, et al.
Published: (2025)
Similar Items
-
Representational Difference Explanations
by: Kondapaneni, Neehar, et al.
Published: (2025) -
Representational Similarity via Interpretable Visual Concepts
by: Kondapaneni, Neehar, et al.
Published: (2025) -
A Number Sense as an Emergent Property of the Manipulating Brain
by: Kondapaneni, Neehar, et al.
Published: (2020) -
Text-image Alignment for Diffusion-based Perception
by: Kondapaneni, Neehar, et al.
Published: (2023) -
A Closer Look at Benchmarking Self-Supervised Pre-training with Image Classification
by: Marks, Markus, et al.
Published: (2024)