Imagen de Portada

MonoLoss: A Training Objective for Interpretable Monosemantic Representations

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Nasiri-Sarvi, Ali, Nguyen, Anh Tien, Rivaz, Hassan, Samaras, Dimitris, Hosseini, Mahdi S.
Formato:	Preprint
Publicado:	2026
Materias:	Computer Vision and Pattern Recognition
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

SPARC: Concept-Aligned Sparse Autoencoders for Cross-Model and Cross-Modal Interpretability
por: Nasiri-Sarvi, Ali, et al.
Publicado: (2025)

Vision Mamba for Classification of Breast Ultrasound Images
por: Nasiri-Sarvi, Ali, et al.
Publicado: (2024)

Vim4Path: Self-Supervised Vision Mamba for Histopathology Images
por: Nasiri-Sarvi, Ali, et al.
Publicado: (2024)

2DMamba: Efficient State Space Model for Image Representation with Applications on Giga-Pixel Whole Slide Image Classification
por: Zhang, Jingwei, et al.
Publicado: (2024)

Ultrasound Image Generation using Latent Diffusion Models
por: Freiche, Benoit, et al.
Publicado: (2025)

LBMamba: Locally Bi-directional Mamba
por: Zhang, Jingwei, et al.
Publicado: (2025)

CLIP-SVD: Efficient and Interpretable Vision-Language Adaptation via Singular Values
por: Koleilat, Taha, et al.
Publicado: (2025)

Self-supervised co-salient object detection via feature correspondence at multiple scales
por: Chakraborty, Souradeep, et al.
Publicado: (2024)

Vision Transformer for Classification of Breast Ultrasound Images
por: Gheflati, Behnaz, et al.
Publicado: (2021)

What about gravity in video generation? Post-Training Newton's Laws with Verifiable Rewards
por: Le, Minh-Quan, et al.
Publicado: (2025)

TopoDiffusionNet: A Topology-aware Diffusion Model
por: Gupta, Saumya, et al.
Publicado: (2024)

Weighting Pseudo-Labels via High-Activation Feature Index Similarity and Object Detection for Semi-Supervised Segmentation
por: Howlader, Prantik, et al.
Publicado: (2024)

Assessing Sample Quality via the Latent Space of Generative Models
por: Xu, Jingyi, et al.
Publicado: (2024)

MI-NeRF: Learning a Single Face NeRF from Multiple Identities
por: Chatziagapi, Aggelina, et al.
Publicado: (2024)

MIGS: Multi-Identity Gaussian Splatting via Tensor Decomposition
por: Chatziagapi, Aggelina, et al.
Publicado: (2024)

VLEER: Vision and Language Embeddings for Explainable Whole Slide Image Representation
por: Nguyen, Anh Tien, et al.
Publicado: (2025)

Comparative Analysis of Diffusion Generative Models in Computational Pathology
por: Thakkar, Denisha, et al.
Publicado: (2024)

Evi-Steer: Learning to Steer Biomedical Vision-Language Models through Efficient and Generalizable Evidential Tuning
por: Koleilat, Taha, et al.
Publicado: (2026)

Learning 3D Reconstruction with Priors in Test Time
por: Zhou, Lei, et al.
Publicado: (2026)

Beyond Pixels: Semi-Supervised Semantic Segmentation with a Multi-scale Patch-based Multi-Label Classifier
por: Howlader, Prantik, et al.
Publicado: (2024)

Importance-Based Token Merging for Efficient Image and Video Generation
por: Wu, Haoyu, et al.
Publicado: (2024)

JEAN: Joint Expression and Audio-guided NeRF-based Talking Face Generation
por: Chakkera, Sai Tanmay Reddy, et al.
Publicado: (2024)

Fast constrained sampling in pre-trained diffusion models
por: Graikos, Alexandros, et al.
Publicado: (2024)

PISCES: Annotation-free Text-to-Video Post-Training via Optimal Transport-Aligned Rewards
por: Le, Minh-Quan, et al.
Publicado: (2026)

Phrase-Instance Alignment for Generalized Referring Segmentation
por: Nguyen, E-Ro, et al.
Publicado: (2024)

Grounding DINO-US-SAM: Text-Prompted Multi-Organ Segmentation in Ultrasound with LoRA-Tuned Vision-Language Models
por: Rasaee, Hamza, et al.
Publicado: (2025)

Improving Contrastive Learning for Referring Expression Counting
por: Triaridis, Kostas, et al.
Publicado: (2025)

CORA: Consistency-Guided Semi-Supervised Framework for Reasoning Segmentation
por: Howlader, Prantik, et al.
Publicado: (2025)

Rig3DGS: Creating Controllable Portraits from Casual Monocular Videos
por: Rivero, Alfredo, et al.
Publicado: (2024)

Talking Head Generation via AU-Guided Landmark Prediction
por: Chang, Shao-Yu, et al.
Publicado: (2025)

PathSegDiff: Pathology Segmentation using Diffusion model representations
por: Danisetty, Sachin Kumar, et al.
Publicado: (2025)

Training Deep Visual Networks Beyond Loss and Accuracy Through a Dynamical Systems Approach
por: La Quang, Hai, et al.
Publicado: (2026)

MedCLIP-SAMv2: Towards Universal Text-Driven Medical Image Segmentation
por: Koleilat, Taha, et al.
Publicado: (2024)

BiomedCoOp: Learning to Prompt for Biomedical Vision-Language Models
por: Koleilat, Taha, et al.
Publicado: (2024)

Efficient INT8 Single-Image Super-Resolution via Deployment-Aware Quantization and Teacher-Guided Training
por: Nguyen, Pham Phuong Nam, et al.
Publicado: (2026)

Reliability of deep learning models for anatomical landmark detection: The role of inter-rater variability
por: Salari, Soorena, et al.
Publicado: (2024)

BALM: A Model-Agnostic Framework for Balanced Multimodal Learning under Imbalanced Missing Rates
por: Nguyen, Phuong-Anh, et al.
Publicado: (2026)

MissBench: Benchmarking Multimodal Affective Analysis under Imbalanced Missing Modalities
por: Pham, Tien Anh, et al.
Publicado: (2026)

One Attention, One Scale: Phase-Aligned Rotary Positional Embeddings for Mixed-Resolution Diffusion Transformer
por: Wu, Haoyu, et al.
Publicado: (2025)

Embedding Physical Reasoning into Diffusion-Based Shadow Generation
por: Hu, Shilin, et al.
Publicado: (2025)