Submitted by Beomjin Ahn 1 PREEN: Exemplar-Based Color Style Transfer with Smartphone Editor Presets Samsung Research 1
Submitted by Javad Rajabi 25 SpecKCast: Spectral Kalman Forecasting for Diffusion Acceleration Samsung Research 1
Submitted by Adrian Bulat 5 One Block, Multiple Depths: Recurrent Vision Transformers with Depth-Programmed Experts Samsung Research 2
Submitted by Avinash Amballa 4 Not All Ranks Are Equal: Budget-Aware LoRA Merging Across Tasks Samsung Research 2
Submitted by Alberto Baldrati 5 UltraViT: Latency-Optimized On-device Vision Encoder for Large Vision-Language Models Samsung Research 3
Submitted by Beomjin Ahn 6 LoREnc: Low-Rank Encryption for Securing Foundation Models and LoRA Adapters Samsung Research 1 2
Submitted by Armen Jeddi 36 PuzzleCraft: Exploration-Aware Curriculum Learning for Puzzle-Based RLVR in VLMs Samsung Research 2 2
Submitted by Ingyu Seong 7 LookaheadKV: Fast and Accurate KV Cache Eviction by Glimpsing into the Future without Generation Samsung Research 14 2
Submitted by Hyochan Chong 23 NanoQuant: Efficient Sub-1-Bit Quantization of Large Language Models Samsung Research 8