Type
Company
Country
United Kingdom
GB
Documents
174
through any edge
Papers
174
authorship edges
Awards made
—
Named as funder
—
Identifiers
Papers
Documents in the 44B Library with Samsung (United Kingdom) on the authorship, newest first.
2026-07-01 · 8 authors here
On privacy-preserving image transmission in low-altitude networks: A Swin Transformer-based framework with federated learning
2026-06-15 · 8 authors here
Unlocking In-Context Learning for Natural Datasets Across Modalities
2026-05-24 · 6 authors here
DP-DyLoRA: Fine-Tuning Transformer-Based Models On-Device under Differentially Private Federated Learning using Dynamic Low-Rank Adaptation
2026-05-11 · 5 authors here
DP-LAC: Lightweight Adaptive Clipping for Differentially Private Federated Fine-tuning of Language Models
2026-04-22 · 5 authors here
Differentially Private Clustered Federated Learning with Privacy-Preserving Initialization and Normality-Driven Aggregation
2026-04-21 · 5 authors here
Clustering-Driven Memory Compression for on-Device Large Language Models
2026-04-21 · 5 authors here
Improving Cross-Domain Generalization of Lightweight Transformers for Named Entity Recognition Using Self-Training
2026-04-21 · 6 authors here
Latent Space Orthonormalization for Hyper-Finetuning of Language Models
2026-04-21 · 7 authors here
Data-Driven Clustering and Merging of Adapters for on-Device Large Language Models
2026-03-14 · 6 authors here
FedP²EFT: Federated Learning to Personalize PEFT for Multilingual LLMs
2026-03-14 · 6 authors here
HierarchicalPrune: Position-Aware Compression for Large-Scale Diffusion Models
2026-03-06 · 9 authors here
Guided Model Merging for Hybrid Data Learning: Leveraging Centralized Data to Refine Decentralized Models
2026-01-01 · 3 authors here
CORAL: Adaptive Retrieval Loop for Culturally-Aligned Multilingual RAG
2026-01-01 · 5 authors here
Decoding Text Spans for Efficient and Accurate Named-Entity Recognition
2025-12-06 · 4 authors here
Benchmarking Rotary Position Embeddings for Automatic Speech Recognition
2025-12-06 · 5 authors here
Evaluation of LLMs in Speech is Often Flawed: Test Set Contamination in Large Language Models for Speech Recognition
2025-11-23 · 4 authors here
Error Detection and Correction for InterpretableMathematics in Large Language Models
2025-10-19 · 5 authors here
LoRA.rar: Learning to Merge LoRAs via Hypernetworks for Subject-Style Conditioned Image Generation
2025-10-19 · 8 authors here
Edit: Efficient Diffusion Transformers with Linear Compressed Attention
2025-08-18 · 5 authors here
SLICE: Synthetic Caption-Trained Lightweight Image Captioner for Edge Devices
2025-07-17 · 7 authors here
Fed-GCC: Global classifier consensus for conventional/task-free federated class-incremental learning
2025-06-19 · 6 authors here
Robust Depth Estimation Under Sensor Degradations: A Multi-Sensor Fusion Perspective
2025-06-11 · 6 authors here
Fast Sampling Through The Reuse Of Attention Maps In Diffusion Models
2025-06-10 · 5 authors here
DreamCache: Finetuning-Free Lightweight Personalized Image Generation via Feature Caching
2025-06-10 · 9 authors here
Accurate Scene Text Recognition with Efficient Model Scaling and Cloze Self-Distillation
Funding
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Who funds this work
Funders named on the papers above. The record holds no recipient field, so this is reached through the documents themselves — and the two columns are two different claims, kept apart.
Under a named grant
funding_awards — the award carries a grant number
Listed as funder
doc_funder_links — named, with no grant number