Max WELLING

EFFICIENT ATTENTION USING SOFT MASKING AND SOFT CHANNEL PRUNING

POSE ESTIMATION FOR IMAGE RECONSTRUCTION

DEVICES AND COMPUTER IMPLEMENTED METHODS FOR ENCODING AND DECODING DATA

Channel Gating For Conditional Computation

METHOD AND SYSTEM FOR A COMPLEX AUTOENCODER UTILIZED FOR OBJECT DISCOVERY

SPARSITY-INDUCING FEDERATED MACHINE LEARNING

GENERATIVE WIRELESS CHANNEL MODELING

UNSUPERVISED LOCATION ESTIMATION AND MAPPING BASED ON MULTIPATH MEASUREMENTS

FEDERATED MIXTURE MODELS

Configuring a neural network for equivariant or invariant behavior

FEDERATED MIXTURE MODELS

Machine learning based on a probability distribution of sensor data

LOCALIZATION THROUGH MANIFOLD LEARNING AND OPTIMAL TRANSPORT

Hypernetwork Kalman filter for channel estimation and tracking

Physical environment interaction with an equivariant policy

Multi-object positioning using mixture density networks

METHOD AND APPARATUS USING A GRAPH NEURAL NETWORK

QUANTUM PROCESSING OF PROBABILISTIC NUMERIC CONVOLUTIONAL NEURAL NETWORKS

Data-driven probabilistic modeling of wireless channels using conditional variational auto-encoders

PROBABILISTIC NUMERIC CONVOLUTIONAL NEURAL NETWORKS

QUANTUM DEFORMED BINARY NEURAL NETWORKS

Unsupervised learning for simultaneous localization and mapping in deep neural networks using channel state information

Neural network augmentation for wireless channel estimation and tracking

Voltage offset for compute-in-memory architecture

NATURAL GRAPH CONVOLUTIONS

Gauge equivariant geometric graph convolutional neural network

DATA AND COMPUTE EFFICIENT EQUIVARIANT CONVOLUTIONAL NETWORKS

Quantum inspired convolutional kernels for convolutional neural networks

Device and method for generating a compressed network from a trained neural network

DEVICE AND COMPUTER IMPLEMENTED METHOD FOR TRAINING AN ARTIFICIAL NEURAL NETWORK

Systems and methods for modifying neural networks for binary processing applications

Performing XNOR equivalent operations by adjusting column thresholds of a compute-in-memory array

Combinatorial Bayesian optimization using a graph cartesian product

Adapting a base classifier to novel classes

Channel Gating For Conditional Computation

Control of a physical system based on inferred state

Method and device for digital image, audio or video data processing

Lossy data compressor for vehicle control systems

VARIANCE PROPAGATION FOR QUANTIZATION

Continuous relaxation of quantization for discretized deep neural networks

SIGMA-DELTA POSITION DERIVATIVE NETWORKS

TEMPORAL DIFFERENCE ESTIMATION IN AN ARTIFICIAL NEURAL NETWORK

Differentially private iteratively reweighted least squares