activity
20122023
most citedReZero is All You Need: Fast Convergence at Large Depth

149 citations · 614 across the 18 of their papers we have counts for

collaborators

19 papers

cs.CL2023★ 1 cited

Taken by Surprise: Contrast effect for Similarity Scores

Thomas C. Bachlechner, Mario Martone, Marjorie Schillo

Accurately evaluating the similarity of object vector embeddings is of critical importance for natural language processing, information retrieval and classification tasks. Popular…

cs.LG2020★ 149 cited

ReZero is All You Need: Fast Convergence at Large Depth

Thomas Bachlechner, Bodhisattwa Prasad Majumder, Huanru Henry Mao +2

Deep networks often suffer from vanishing or exploding gradients due to inefficient signal propagation, leading to long training times or convergence difficulties. Various architec…

hep-th2019

Testing Hamiltonian Reduced QED

Thomas C. Bachlechner

Certain gauge transformations may act non-trivially on physical states in quantum electrodynamics (QED). This observation has sparked the yet unresolved question of how to characte…

hep-th2019★ 5 cited

Testing the electric Aharonov-Bohm effect with superconductors

Thomas C. Bachlechner, Matthew Kleban

The phase of the wave function of charged matter is sensitive to the value of the electric potential, even when the matter never enters any region with non-vanishing electromagneti…

hep-th2019

The Axidental Universe

Thomas C. Bachlechner, Kate Eckerle, Oliver Janssen +1

Theories with several hundred axion fields have enormous numbers of distinct meta-stable minima. A small fraction of these local minima have vacuum energy compatible with current m…

hep-th2018★ 1 cited

Black Hole Entropy in General Relativity

Thomas C. Bachlechner

The Bekenstein-Hawking formula relates the black hole entropy and horizon area. Semiclassical entropy computations have relied on an action principle that fixes a gauge dependent a…