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cs.CV2025
Logit-Based Losses Limit the Effectiveness of Feature Knowledge Distillation
Nicholas Cooper, Lijun Chen, Sailesh Dwivedy +1
Knowledge distillation (KD) methods can transfer knowledge of a parameter-heavy teacher model to a light-weight student model. The status quo for feature KD methods is to utilize l…
cs.CV2024
NeuV-SLAM: Fast Neural Multiresolution Voxel Optimization for RGBD Dense SLAM
Wenzhi Guo, Bing Wang, Lijun Chen
We introduce NeuV-SLAM, a novel dense simultaneous localization and mapping pipeline based on neural multiresolution voxels, characterized by ultra-fast convergence and incremental…