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cs.CV2026
MacJEPA: Missingness-Robust Audio-Visual Recognition from Untrimmed Egocentric Videos
Souptik Sen, Zahra Ahmadi
Audio-visual models improve egocentric action recognition by exploiting complementary cues, yet typically assume that both streams remain available at inference. Existing missing-m…
cs.CV2026
Cross-Modal-Domain Generalization Through Semantically Aligned Discrete Representations
Souptik Sen, Raneen Younis, Zahra Ahmadi
Multimodal learning seeks to integrate information across diverse sensory sources, yet current approaches struggle to balance cross-modal generalizability with modality-specific st…