Cover Image

Forget Less by Learning Together through Concept Consolidation

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Kaushik, Arjun Ramesh, Devulapally, Naresh Kumar, Lokhande, Vishnu Suresh, Ratha, Nalini, Govindaraju, Venu
Format:	Preprint
Published:	2026
Subjects:	Computer Vision and Pattern Recognition Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Forget Less by Learning from Parents Through Hierarchical Relationships
by: Kaushik, Arjun Ramesh, et al.
Published: (2026)

Learning Action Hierarchies via Hybrid Geometric Diffusion
by: Kaushik, Arjun Ramesh, et al.
Published: (2026)

Model-Agnostic Gender Bias Control for Text-to-Image Generation via Sparse Autoencoder
by: Wu, Chao, et al.
Published: (2025)

Your Text Encoder Can Be An Object-Level Watermarking Controller
by: Devulapally, Naresh Kumar, et al.
Published: (2025)

Latent Diffusion Unlearning: Protecting Against Unauthorized Personalization Through Trajectory Shifted Perturbations
by: Devulapally, Naresh Kumar, et al.
Published: (2025)

Enhancing Privacy in Face Analytics Using Fully Homomorphic Encryption
by: Yalavarthi, Bharat, et al.
Published: (2024)

Score-Control for Hallucination Reduction in Diffusion Models
by: Bhosale, Mahesh, et al.
Published: (2026)

Pooling Image Datasets With Multiple Covariate Shift and Imbalance
by: Chytas, Sotirios Panagiotis, et al.
Published: (2024)

AM^2-EmoJE: Adaptive Missing-Modality Emotion Recognition in Conversation via Joint Embedding Learning
by: Devulapally, Naresh Kumar, et al.
Published: (2024)

ManifoldGD: Training-Free Hierarchical Manifold Guidance for Diffusion-Based Dataset Distillation
by: Roy, Ayush, et al.
Published: (2026)

Is Exchangeability better than I.I.D to handle Data Distribution Shifts while Pooling Data for Data-scarce Medical image segmentation?
by: Roy, Ayush, et al.
Published: (2025)

Towards Building Secure UAV Navigation with FHE-aware Knowledge Distillation
by: Kaushik, Arjun Ramesh, et al.
Published: (2024)

Enhancing Authorship Attribution through Embedding Fusion: A Novel Approach with Masked and Encoder-Decoder Language Models
by: Kaushik, Arjun Ramesh, et al.
Published: (2024)

The Easy Path to Robustness: Coreset Selection using Sample Hardness
by: Ramesh, Pranav, et al.
Published: (2025)

Forget Less, Retain More: A Lightweight Regularizer for Rehearsal-Based Continual Learning
by: Alssum, Lama, et al.
Published: (2025)

Continual Learning: Less Forgetting, More OOD Generalization via Adaptive Contrastive Replay
by: Rezaei, Hossein, et al.
Published: (2024)

FairerCLIP: Debiasing CLIP's Zero-Shot Predictions using Functions in RKHSs
by: Dehdashtian, Sepehr, et al.
Published: (2024)

Forget Many, Forget Right: Scalable and Precise Concept Unlearning in Diffusion Models
by: Deng, Kaiyuan, et al.
Published: (2026)

Multimodal Privacy-Preserving Entity Resolution with Fully Homomorphic Encryption
by: Roy, Susim, et al.
Published: (2026)

AMuSE: Adaptive Multimodal Analysis for Speaker Emotion Recognition in Group Conversations
by: Devulapally, Naresh Kumar, et al.
Published: (2024)

Forget-It-All: Multi-Concept Machine Unlearning via Concept-Aware Neuron Masking
by: Deng, Kaiyuan, et al.
Published: (2026)

DCT-CryptoNets: Scaling Private Inference in the Frequency Domain
by: Roy, Arjun, et al.
Published: (2024)

Utility-Fairness Trade-Offs and How to Find Them
by: Dehdashtian, Sepehr, et al.
Published: (2024)

OASIS Uncovers: High-Quality T2I Models, Same Old Stereotypes
by: Dehdashtian, Sepehr, et al.
Published: (2025)

Continual Learning by Three-Phase Consolidation
by: Maltoni, Davide, et al.
Published: (2024)

Aligning Characteristic Descriptors with Images for Human-Expert-like Explainability
by: Yalavarthi, Bharat Chandra, et al.
Published: (2024)

ConceptGuard: Continual Personalized Text-to-Image Generation with Forgetting and Confusion Mitigation
by: Guo, Zirun, et al.
Published: (2025)

Deep Unlearning: Fast and Efficient Gradient-free Approach to Class Forgetting
by: Kodge, Sangamesh, et al.
Published: (2023)

Learning to Learn without Forgetting using Attention
by: Vettoruzzo, Anna, et al.
Published: (2024)

Preventing Catastrophic Forgetting through Memory Networks in Continuous Detection
by: Bhatt, Gaurav, et al.
Published: (2024)

Craft: Cross-modal Aligned Features Improve Robustness of Prompt Tuning
by: Sun, Jingchen, et al.
Published: (2024)

Learning without Forgetting for Vision-Language Models
by: Zhou, Da-Wei, et al.
Published: (2023)

Patch-Based Contrastive Learning and Memory Consolidation for Online Unsupervised Continual Learning
by: Taylor, Cameron, et al.
Published: (2024)

Attention based End to end network for Offline Writer Identification on Word level data
by: Kumar, Vineet, et al.
Published: (2024)

Sculpting Memory: Multi-Concept Forgetting in Diffusion Models via Dynamic Mask and Concept-Aware Optimization
by: Li, Gen, et al.
Published: (2025)

Dual Consolidation for Pre-Trained Model-Based Domain-Incremental Learning
by: Zhou, Da-Wei, et al.
Published: (2024)

Elastic Feature Consolidation for Cold Start Exemplar-Free Incremental Learning
by: Magistri, Simone, et al.
Published: (2024)

Pseudo-labelling meets Label Smoothing for Noisy Partial Label Learning
by: Saravanan, Darshana, et al.
Published: (2024)

Brain-Inspired Continual Learning-Robust Feature Distillation and Re-Consolidation for Class Incremental Learning
by: Khan, Hikmat, et al.
Published: (2024)

Advancing Compressed Video Action Recognition through Progressive Knowledge Distillation
by: Soufleri, Efstathia, et al.
Published: (2024)