publications

2025

  1. Preprint
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    MultiBanana: A Challenging Benchmark for Multi-Reference Text-to-Image Generation
    Yuta Oshima, Daiki Miyake, Kohsei Matsutani, Yusuke Iwasawa, Masahiro Suzuki, Yutaka Matsuo, and Hiroki Furuta
    2025
  2. Preprint
    WorldPack: Compressed Memory Improves Spatial Consistency in Video World Modeling
    Yuta Oshima, Yusuke Iwasawa, Masahiro Suzuki, Yutaka Matsuo, and Hiroki Furuta
    2025
  3. NeurIPS
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    Inference-Time Text-to-Video Alignment with Diffusion Latent Beam Search
    Yuta Oshima, Masahiro Suzuki, Yutaka Matsuo, and Hiroki Furuta
    In Advances in Neural Information Processing Systems (NeurIPS), 2025

2024

  1. NeurIPS
    ADOPT: Modified Adam Can Converge with Any \beta_2 with the Optimal Rate
    Shohei Taniguchi, Keno Harada, Gouki Minegishi, Yuta Oshima, Seong Cheol Jeong, Go Nagahara, Tomoshi Iiyama, Masahiro Suzuki, Yusuke Iwasawa, and Yutaka Matsuo
    In Advances in Neural Information Processing Systems (NeurIPS), 2024
  2. ICLR WS
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    SSM Meets Video Diffusion Models: Efficient Video Generation with Structured State Spaces
    Yuta Oshima, Shohei Taniguchi, Masahiro Suzuki, and Yutaka Matsuo
    In 5th Workshop on Practical ML for Limited/Low Resource Settings (ICLR Workshop), 2024
  3. Preprint
    Enhancing Unimodal Latent Representations in Multimodal VAEs through Iterative Amortized Inference
    Yuta Oshima, Masahiro Suzuki, and Yutaka Matsuo
    2024