Blog(8)

• From Cradle to Cane: A Two-Pass Framework for High-Fidelity Lifespan Face Aging

  Cradle2Cane: Our new face aging method solves the core Age-ID trade-off! Using a novel two-pass diffusion framework with AdaNI & dual ID embeddings, it achieves superior realism & identity consistency across large age gaps & poses. Outperforms SOTA on CelebA-HQ & in-the-wild.

• DIFFSSR: Stereo Image Super-resolution Using Differential Transformer

  SwinIR established a robust baseline for image super-resolution using Swin Transformers. SwinFIR enhanced it via Fast Fourier Convolution (FFC), achieving SOTA.

• Drop-DTW: A Differentiable Method for Sequence Alignment that can Handle Outliers

  The problem of sequence-to-sequence alignment is central to many computational applications. Aligning two sequences (e.g., temporal signals) entails computing the optimal pairwise correspondence between the sequence elements while preserving their match orderings.

View More

Research Areas(0)

Publications(31)

• LittleBit: Ultra-Low Bit Quantization via Latent Factorization

  AuthorBanseok Lee, Dongkyu Kim, Youngcheon You, Youngmin Kim

  PublishedNeural Information Processing Systems (NeurIPS)

  Date2025-12-02

• A Bayesian Approach to Data Point Selection

  AuthorMinyoung Kim, Royson Lee, Brais Martinez, Timothy Hospedales

  PublishedNeural Information Processing Systems (NeurIPS)

  Date2024-12-11

• QBB: Quantization with Binary Bases for LLMs

  AuthorAdrian Bulat, Yassine Ouali, Georgios Tzimiropoulos

  PublishedNeural Information Processing Systems (NeurIPS)

  Date2024-12-11

View More

News(0)

Others(1)

• Samsung AI Center - Moscow

  About Us Papers Play Samsung AI Center – Moscow is the first institution in Russia focused directly on artificial intelligence (AI), where Russia’s strengths and capabilities in fundamental sciences, especially mathematics and physics, are brought together with Samsung global R&D strategy. Samsung AI Center - Moscow is led by Dr. Anton Konushin who is world-known AI Computer Vision expert and associate professor at Moscow State University and Higher School of Econo...