Exploring the Unexplored: Understanding the Impact of Layer Adjustments on Image Classification
Fuente:
arXiv
Saved in:
| Main Authors: | Liu, Haixia, Brailsford, Tim, Goulding, James, Smith, Gavin, Bull, Larry |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
ECP-Mamba: An Efficient Multi-scale Self-supervised Contrastive Learning Method with State Space Model for PolSAR Image Classification
by: Kuang, Zuzheng, et al.
Published: (2025)
by: Kuang, Zuzheng, et al.
Published: (2025)
Unexplored flaws in multiple-choice VQA evaluations
by: Rosenthal, Fabio, et al.
Published: (2025)
by: Rosenthal, Fabio, et al.
Published: (2025)
Exploring Dynamic Novel View Synthesis Technologies for Cinematography
by: Azzarelli, Adrian, et al.
Published: (2024)
by: Azzarelli, Adrian, et al.
Published: (2024)
Understanding Robustness of Parameter-Efficient Tuning for Image Classification
by: Ruan, Jiacheng, et al.
Published: (2024)
by: Ruan, Jiacheng, et al.
Published: (2024)
Can Synthetic Images Conquer Forgetting? Beyond Unexplored Doubts in Few-Shot Class-Incremental Learning
by: Kim, Junsu, et al.
Published: (2025)
by: Kim, Junsu, et al.
Published: (2025)
Exploring Weak-to-Strong Generalization for CLIP-based Classification
by: Li, Jinhao, et al.
Published: (2025)
by: Li, Jinhao, et al.
Published: (2025)
Soft Augmentation for Image Classification
by: Liu, Yang, et al.
Published: (2022)
by: Liu, Yang, et al.
Published: (2022)
Tilt and Average : Geometric Adjustment of the Last Layer for Recalibration
by: Cho, Gyusang, et al.
Published: (2024)
by: Cho, Gyusang, et al.
Published: (2024)
Lacunarity Pooling Layers for Plant Image Classification using Texture Analysis
by: Mohan, Akshatha, et al.
Published: (2024)
by: Mohan, Akshatha, et al.
Published: (2024)
Understanding Robustness of Visual State Space Models for Image Classification
by: Du, Chengbin, et al.
Published: (2024)
by: Du, Chengbin, et al.
Published: (2024)
Dual-branch PolSAR Image Classification Based on GraphMAE and Local Feature Extraction
by: Wang, Yuchen, et al.
Published: (2024)
by: Wang, Yuchen, et al.
Published: (2024)
Explore the LiDAR-Camera Dynamic Adjustment Fusion for 3D Object Detection
by: Yang, Yiran, et al.
Published: (2024)
by: Yang, Yiran, et al.
Published: (2024)
PixIE: Prompted Pixel-Space Low-Light Image Enhancement
by: Lin, Ruirui, et al.
Published: (2026)
by: Lin, Ruirui, et al.
Published: (2026)
Unexplored Faces of Robustness and Out-of-Distribution: Covariate Shifts in Environment and Sensor Domains
by: Baek, Eunsu, et al.
Published: (2024)
by: Baek, Eunsu, et al.
Published: (2024)
LayerDiff: Exploring Text-guided Multi-layered Composable Image Synthesis via Layer-Collaborative Diffusion Model
by: Huang, Runhui, et al.
Published: (2024)
by: Huang, Runhui, et al.
Published: (2024)
How to Learn More? Exploring Kolmogorov-Arnold Networks for Hyperspectral Image Classification
by: Jamali, Ali, et al.
Published: (2024)
by: Jamali, Ali, et al.
Published: (2024)
Exploring Low-Resource Medical Image Classification with Weakly Supervised Prompt Learning
by: Zheng, Fudan, et al.
Published: (2024)
by: Zheng, Fudan, et al.
Published: (2024)
Exploring Multi-Timestep Multi-Stage Diffusion Features for Hyperspectral Image Classification
by: Zhou, Jingyi, et al.
Published: (2023)
by: Zhou, Jingyi, et al.
Published: (2023)
Exploring the Equivalence of Closed-Set Generative and Real Data Augmentation in Image Classification
by: Wang, Haowen, et al.
Published: (2025)
by: Wang, Haowen, et al.
Published: (2025)
PrototypeFormer: Learning to Explore Prototype Relationships for Few-shot Image Classification
by: Su, Meijuan, et al.
Published: (2023)
by: Su, Meijuan, et al.
Published: (2023)
MRT: Masked Region Transformer for Layered Image Generation and Editing at Scale
by: Tang, Zhicong, et al.
Published: (2026)
by: Tang, Zhicong, et al.
Published: (2026)
Print2Volume: Generating Synthetic OCT-based 3D Fingerprint Volume from 2D Fingerprint Image
by: Miao, Qingran, et al.
Published: (2025)
by: Miao, Qingran, et al.
Published: (2025)
ERTACache: Error Rectification and Timesteps Adjustment for Efficient Diffusion
by: Peng, Xurui, et al.
Published: (2025)
by: Peng, Xurui, et al.
Published: (2025)
Examining the Impact of Optical Aberrations to Image Classification and Object Detection Models
by: Müller, Patrick, et al.
Published: (2025)
by: Müller, Patrick, et al.
Published: (2025)
RSL-BA: Rolling Shutter Line Bundle Adjustment
by: Zhang, Yongcong, et al.
Published: (2024)
by: Zhang, Yongcong, et al.
Published: (2024)
How Quality Affects Deep Neural Networks in Fine-Grained Image Classification
by: Smith, Joseph, et al.
Published: (2024)
by: Smith, Joseph, et al.
Published: (2024)
Bayesian Neural Networks for One-to-Many Mapping in Image Enhancement
by: Huang, Guoxi, et al.
Published: (2025)
by: Huang, Guoxi, et al.
Published: (2025)
Multi-scale Unified Network for Image Classification
by: Liu, Wenzhuo, et al.
Published: (2024)
by: Liu, Wenzhuo, et al.
Published: (2024)
Instance Data Condensation for Image Super-Resolution
by: Peng, Tianhao, et al.
Published: (2025)
by: Peng, Tianhao, et al.
Published: (2025)
Beyond Hallucinations: A Multimodal-Guided Task-Aware Generative Image Compression for Ultra-Low Bitrate
by: Wang, Kaile, et al.
Published: (2025)
by: Wang, Kaile, et al.
Published: (2025)
Q-Tacit: Image Quality Assessment via Latent Visual Reasoning
by: Jiang, Yuxuan, et al.
Published: (2026)
by: Jiang, Yuxuan, et al.
Published: (2026)
From Variance to Veracity: Unbundling and Mitigating Gradient Variance in Differentiable Bundle Adjustment Layers
by: Gurumurthy, Swaminathan, et al.
Published: (2024)
by: Gurumurthy, Swaminathan, et al.
Published: (2024)
LayerFusion: Harmonized Multi-Layer Text-to-Image Generation with Generative Priors
by: Dalva, Yusuf, et al.
Published: (2024)
by: Dalva, Yusuf, et al.
Published: (2024)
A Label Propagation Strategy for CutMix in Multi-Label Remote Sensing Image Classification
by: Burgert, Tom, et al.
Published: (2024)
by: Burgert, Tom, et al.
Published: (2024)
Improved Baselines with Synchronized Encoding for Universal Medical Image Segmentation
by: Yang, Sihan, et al.
Published: (2024)
by: Yang, Sihan, et al.
Published: (2024)
LLaDA-MedV: Exploring Large Language Diffusion Models for Biomedical Image Understanding
by: Dong, Xuanzhao, et al.
Published: (2025)
by: Dong, Xuanzhao, et al.
Published: (2025)
FreeFlux: Understanding and Exploiting Layer-Specific Roles in RoPE-Based MMDiT for Versatile Image Editing
by: Wei, Tianyi, et al.
Published: (2025)
by: Wei, Tianyi, et al.
Published: (2025)
Corrupted but Not Broken: Understanding and Mitigating the Negative Impacts of Corrupted Data in Visual Instruction Tuning
by: Gou, Yunhao, et al.
Published: (2025)
by: Gou, Yunhao, et al.
Published: (2025)
X-Stream: Exploring MLLMs as Multiplexers for Multi-Stream Understanding
by: Sun, Peiwen, et al.
Published: (2026)
by: Sun, Peiwen, et al.
Published: (2026)
InstructNav: Zero-shot System for Generic Instruction Navigation in Unexplored Environment
by: Long, Yuxing, et al.
Published: (2024)
by: Long, Yuxing, et al.
Published: (2024)
Similar Items
-
ECP-Mamba: An Efficient Multi-scale Self-supervised Contrastive Learning Method with State Space Model for PolSAR Image Classification
by: Kuang, Zuzheng, et al.
Published: (2025) -
Unexplored flaws in multiple-choice VQA evaluations
by: Rosenthal, Fabio, et al.
Published: (2025) -
Exploring Dynamic Novel View Synthesis Technologies for Cinematography
by: Azzarelli, Adrian, et al.
Published: (2024) -
Understanding Robustness of Parameter-Efficient Tuning for Image Classification
by: Ruan, Jiacheng, et al.
Published: (2024) -
Can Synthetic Images Conquer Forgetting? Beyond Unexplored Doubts in Few-Shot Class-Incremental Learning
by: Kim, Junsu, et al.
Published: (2025)