BrainLoRA adapts backbones up to 104B parameters for brain encoding
An ensemble of more than 200 LoRA adapters ranks first on the public Algonauts post-challenge leaderboard.
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Stories tagged #qwen3-omni
Meet Cloudflare Clef-omni: A 30B-A3B Multimodal Decision Model for Audio, Video, Image and Text
Cloudflare released Clef-omni, a 30B-A3B Apache-2.0 model that scores text, image, audio, and video.
LEAP: Learned Block-wise Evidence Retrieval for Long Audio-Video Perception
LEAP retrieves short audio-visual windows for long recordings, beating Qwen3-Omni by up to 16.8%.
OmniReasoning: Pushing the Limits of Audio-Visual Joint Reasoning
OmniReasoning-30B-A3B lifts audio-visual joint reasoning by 9.3 points over Qwen3-Omni using new data and self-distillation.
OmniVChat: Synthesizing, Benchmarking, and Training for Native Audio-Visual Dialogue
Researchers introduce OmniVChat, a native audio-visual dialogue task with a synthesis studio, benchmark, and RL reward design that improves Qwen3-Omni-Instruct.
Multi-Dimensional Prosody Judgment For Live Streaming Speech Synthesis
Researchers introduce Live-ProsodyJudge and D-LPJ, Gemini-distilled Qwen3-Omni judges that decouple multi-dimensional prosody scores for live streaming TTS evaluation.
Omni-Streaming Thinking
Omni-Streaming Thinking fixes premature cross-modal commitment in streaming omni-modal models via pending claims verified against modality-specific evidence, beating baselines by over 10%.