Technology
Scalable Early Childhood Reading Performance Prediction
Currently, students are identified as needing additional educational support using a'wait-to-fail' approach, i.e., waiting until a child has not made expected gains in reading before there is a reevaluation of their instructional needs.
Module-wise Training of Neural Networks via the Minimizing Movement Scheme Anonymous Author(s) Affiliation Address email
End-to-end backpropagation is the standard training method of neural networks.
Module-wise Training of Neural Networks via the Minimizing Movement Scheme
End-to-end backpropagation is the standard training method of neural networks.
Secret Collusion among AI Agents: Multi-Agent Deception via Steganography
We revisit this scenario as an experimental case study in Section 6.
Ensemble-based Deep Reinforcement Learning for Vehicle Routing Problems under Distribution Shift
While performing favourably on the independent and identically distributed (i.i.d.)
Graph Edit Distance with General Costs Using Neural Set Divergence
Computing such neural set divergence require aligning nodes and edges of the two graphs.
FedGame: A Game-Theoretic Defense against Backdoor Attacks in Federated Learning
To bridge this gap, we model the strategic interactions between the defender and dynamic attackers as a minimax game. Based on the analysis of the game, we design an interactive defense mechanism FedGame. We prove that under mild assumptions, the global model trained with FedGame under backdoor attacks is close to that trained without attacks.
a64e641fa00a7eb9500cb7e1835d0495-Supplemental-Conference.pdf
Table A1: 3D semantic segmentation results on the SemanticKiTTI validation set. We implemented our method with Pytorch using the open-source OpenPCDet [1]. The faded strategy was used during the last 5 epochs. It provides 22 sequences with 19 semantic classes, captured by a 64-beam LiDAR sensor. The 4th and 5th models sequentially incorporate our proposed SED blocks and DED blocks. Center-based 3d object detection and tracking.