3 papers
cs.LG2026
Non-Monotonic Latency in Apple MPS Decoding: KV Cache Interactions and Execution Regimes
Willy Fitra Hendria
Autoregressive inference is typically assumed to scale predictably with decoding length, with latency increasing smoothly as generated sequence length grows. In this work, we ident…
cs.MM2025
MSVD-Indonesian: A Benchmark for Multimodal Video-Text Tasks in Indonesian
Willy Fitra Hendria
Multimodal learning on video and text has seen significant progress, particularly in tasks like text-to-video retrieval, video-to-text retrieval, and video captioning. However, mos…
cs.CL2025
SEACrowd: A Multilingual Multimodal Data Hub and Benchmark Suite for Southeast Asian Languages
Holy Lovenia, Rahmad Mahendra, Salsabil Maulana Akbar +58
Southeast Asia (SEA) is a region rich in linguistic diversity and cultural variety, with over 1,300 indigenous languages and a population of 671 million people. However, prevailing…